Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = -16456.4361263766 + 58.63017917871pageviews[t] + 194.85608287063logins[t] -317.022498979079shared_compendiums[t] + 573.695141679644blogged_computations[t] + 1347.53136152007`compendiums_reviewed `[t] + e[t] |
Multiple Linear Regression - Ordinary Least Squares | |||||
Variable | Parameter | S.D. | T-STAT H0: parameter = 0 | 2-tail p-value | 1-tail p-value |
(Intercept) | -16456.4361263766 | 4730.697097 | -3.4786 | 0.000583 | 0.000292 |
pageviews | 58.63017917871 | 4.764917 | 12.3046 | 0 | 0 |
logins | 194.85608287063 | 81.44925 | 2.3924 | 0.017393 | 0.008696 |
shared_compendiums | -317.022498979079 | 717.690548 | -0.4417 | 0.659025 | 0.329512 |
blogged_computations | 573.695141679644 | 89.011057 | 6.4452 | 0 | 0 |
`compendiums_reviewed ` | 1347.53136152007 | 280.649147 | 4.8015 | 3e-06 | 1e-06 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.931321087134313 |
R-squared | 0.867358967341039 |
Adjusted R-squared | 0.865015486198655 |
F-TEST (value) | 370.115616317062 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 283 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 30251.694174749 |
Sum Squared Residuals | 258991695125.24 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 162389.888131146 | 48517.1118688537 |
2 | 120982 | 115142.236564743 | 5839.76343525728 |
3 | 176508 | 165593.596742856 | 10914.4032571437 |
4 | 179321 | 229981.475574313 | -50660.4755743133 |
5 | 123185 | 101603.328025231 | 21581.6719747686 |
6 | 52746 | 49645.4868077165 | 3100.51319228348 |
7 | 385534 | 292250.923230011 | 93283.0767699889 |
8 | 33170 | 33632.0294896371 | -462.029489637117 |
9 | 101645 | 92003.4184858092 | 9641.58151419083 |
10 | 149061 | 143048.39915668 | 6012.60084331963 |
11 | 165446 | 147615.891260415 | 17830.1087395847 |
12 | 237213 | 199289.523694776 | 37923.4763052241 |
13 | 173326 | 194753.021636889 | -21427.0216368895 |
14 | 133131 | 138209.25403053 | -5078.25403052996 |
15 | 258873 | 236073.612408249 | 22799.3875917512 |
16 | 180083 | 162927.32022523 | 17155.6797747699 |
17 | 324799 | 404453.761073695 | -79654.761073695 |
18 | 230964 | 191568.777245656 | 39395.2227543443 |
19 | 236785 | 217900.51394733 | 18884.4860526699 |
20 | 135473 | 130309.751833155 | 5163.24816684466 |
21 | 202925 | 218038.694958092 | -15113.6949580923 |
22 | 215147 | 214397.170640218 | 749.82935978165 |
23 | 344297 | 215611.161488583 | 128685.838511417 |
24 | 153935 | 122290.561833469 | 31644.4381665309 |
25 | 132943 | 164863.370515646 | -31920.3705156456 |
26 | 174724 | 265305.792850456 | -90581.7928504559 |
27 | 174415 | 212561.384407113 | -38146.3844071132 |
28 | 225548 | 229923.292771738 | -4375.2927717381 |
29 | 223632 | 198510.816224432 | 25121.1837755685 |
30 | 124817 | 123635.841841777 | 1181.1581582226 |
31 | 221698 | 203256.497081149 | 18441.5029188506 |
32 | 210767 | 193697.61280271 | 17069.3871972902 |
33 | 170266 | 168772.507356617 | 1493.49264338323 |
34 | 260561 | 222674.682445131 | 37886.3175548687 |
35 | 84853 | 97856.9232733443 | -13003.9232733443 |
36 | 294424 | 247528.551692785 | 46895.4483072148 |
37 | 101011 | 73501.8511805257 | 27509.1488194743 |
38 | 215641 | 190102.849920267 | 25538.150079733 |
39 | 325107 | 255609.373967355 | 69497.6260326452 |
40 | 7176 | -2238.66939033584 | 9414.66939033584 |
41 | 167542 | 155235.550415674 | 12306.4495843257 |
42 | 106408 | 77584.7075870567 | 28823.2924129433 |
43 | 96560 | 150479.766535605 | -53919.7665356047 |
44 | 265769 | 257712.706929266 | 8056.29307073425 |
45 | 269651 | 255723.424503726 | 13927.5754962741 |
46 | 149112 | 149470.252340379 | -358.252340378973 |
47 | 175824 | 222463.159187797 | -46639.1591877966 |
48 | 152871 | 145924.533471042 | 6946.46652895838 |
49 | 111665 | 118130.550595076 | -6465.55059507584 |
50 | 116408 | 190236.866442256 | -73828.866442256 |
51 | 362301 | 348093.101698489 | 14207.8983015113 |
52 | 78800 | 91425.6970754023 | -12625.6970754023 |
53 | 183167 | 208515.904411434 | -25348.9044114336 |
54 | 277965 | 314637.834019508 | -36672.8340195079 |
55 | 150629 | 184832.282929056 | -34203.2829290564 |
56 | 168809 | 162045.971892285 | 6763.02810771494 |
57 | 24188 | 27280.3653146761 | -3092.36531467612 |
58 | 329267 | 261444.542326892 | 67822.4576731075 |
59 | 65029 | 65195.0205791228 | -166.020579122832 |
60 | 101097 | 99209.2170185592 | 1887.78298144078 |
61 | 218946 | 211793.062452401 | 7152.93754759868 |
62 | 244052 | 238146.358389613 | 5905.64161038749 |
63 | 341570 | 373222.035734047 | -31652.0357340473 |
64 | 103597 | 93852.3827944786 | 9744.61720552144 |
65 | 233328 | 256139.988182185 | -22811.9881821854 |
66 | 256462 | 237408.896174433 | 19053.1038255667 |
67 | 206161 | 178048.876485363 | 28112.1235146373 |
68 | 311473 | 312038.239090638 | -565.239090637884 |
69 | 235800 | 235606.130151083 | 193.86984891699 |
70 | 177939 | 199235.237892717 | -21296.2378927173 |
71 | 207176 | 184458.611300637 | 22717.3886993632 |
72 | 196553 | 128496.825565337 | 68056.1744346628 |
73 | 174184 | 150302.589383931 | 23881.4106160687 |
74 | 143246 | 164560.297219331 | -21314.2972193313 |
75 | 187559 | 229155.111106326 | -41596.1111063261 |
76 | 187681 | 205591.838722261 | -17910.8387222613 |
77 | 119016 | 165123.282919765 | -46107.2829197648 |
78 | 182192 | 201866.028709516 | -19674.0287095164 |
79 | 73566 | 83848.087970111 | -10282.087970111 |
80 | 194979 | 188476.993043296 | 6502.0069567045 |
81 | 167488 | 151252.026891031 | 16235.9731089687 |
82 | 143756 | 182109.005183379 | -38353.0051833793 |
83 | 275541 | 214444.821198423 | 61096.1788015775 |
84 | 243199 | 193302.282871181 | 49896.7171288193 |
85 | 182999 | 174547.104933083 | 8451.8950669166 |
86 | 135649 | 173580.746756122 | -37931.7467561224 |
87 | 152299 | 157163.424413835 | -4864.42441383544 |
88 | 120221 | 133508.082620374 | -13287.0826203738 |
89 | 346485 | 294114.46194871 | 52370.5380512902 |
90 | 145790 | 123697.00022785 | 22092.9997721499 |
91 | 193339 | 199029.419730541 | -5690.4197305407 |
92 | 80953 | 78314.53466533 | 2638.46533466996 |
93 | 122774 | 135395.840041181 | -12621.8400411814 |
94 | 130585 | 130234.024021756 | 350.975978244333 |
95 | 112611 | 99809.7449094356 | 12801.2550905644 |
96 | 286468 | 259189.908120682 | 27278.091879318 |
97 | 241066 | 220917.209354241 | 20148.7906457585 |
98 | 148446 | 277597.015787041 | -129151.015787041 |
99 | 204713 | 191059.015574706 | 13653.9844252942 |
100 | 182079 | 206124.855939536 | -24045.8559395358 |
101 | 140344 | 130658.128019669 | 9685.87198033121 |
102 | 220516 | 238001.534057817 | -17485.534057817 |
103 | 243060 | 182053.806707045 | 61006.1932929552 |
104 | 162765 | 146855.338730102 | 15909.6612698981 |
105 | 182613 | 154656.783502908 | 27956.216497092 |
106 | 232138 | 209819.644036238 | 22318.3559637619 |
107 | 265318 | 305673.554431616 | -40355.5544316157 |
108 | 85574 | 115326.480665829 | -29752.4806658292 |
109 | 310839 | 272341.101865175 | 38497.8981348247 |
110 | 225060 | 224253.471218472 | 806.528781528293 |
111 | 232317 | 217862.215153262 | 14454.7848467382 |
112 | 144966 | 158652.533138728 | -13686.5331387283 |
113 | 43287 | 53359.9596141961 | -10072.9596141961 |
114 | 155754 | 165758.164956002 | -10004.1649560023 |
115 | 164709 | 184430.104929305 | -19721.1049293045 |
116 | 201940 | 213335.518538833 | -11395.5185388329 |
117 | 235454 | 253161.501865424 | -17707.5018654236 |
118 | 220801 | 177175.128840477 | 43625.8711595234 |
119 | 99466 | 91585.8299013392 | 7880.17009866079 |
120 | 92661 | 134190.586136929 | -41529.5861369288 |
121 | 133328 | 146560.188490119 | -13232.1884901186 |
122 | 61361 | 101150.144224492 | -39789.1442244924 |
123 | 125930 | 162506.16473928 | -36576.1647392797 |
124 | 100750 | 160721.098973249 | -59971.098973249 |
125 | 224549 | 146912.168908434 | 77636.8310915656 |
126 | 82316 | 66373.5204051625 | 15942.4795948375 |
127 | 102010 | 91287.5884280952 | 10722.4115719048 |
128 | 101523 | 129798.81058205 | -28275.8105820497 |
129 | 243511 | 244253.185108086 | -742.185108086235 |
130 | 22938 | 16648.3978228811 | 6289.6021771189 |
131 | 41566 | 45523.7628878791 | -3957.76288787906 |
132 | 152474 | 194243.335428729 | -41769.3354287286 |
133 | 61857 | 46238.7041495418 | 15618.2958504582 |
134 | 99923 | 171891.731822267 | -71968.7318222668 |
135 | 132487 | 162037.575686989 | -29550.5756869888 |
136 | 317394 | 248725.55227649 | 68668.4477235099 |
137 | 21054 | 11645.9211084328 | 9408.07889156718 |
138 | 209641 | 160186.030449227 | 49454.9695507729 |
139 | 22648 | 47998.7899388823 | -25350.7899388823 |
140 | 31414 | 34677.5433418003 | -3263.54334180033 |
141 | 46698 | 64765.8706290457 | -18067.8706290457 |
142 | 131698 | 154967.235366822 | -23269.2353668221 |
143 | 91735 | 80196.6454108598 | 11538.3545891402 |
144 | 244749 | 260354.359166481 | -15605.3591664811 |
145 | 184510 | 175650.165730739 | 8859.83426926075 |
146 | 79863 | 124781.594629431 | -44918.5946294315 |
147 | 128423 | 133633.345188189 | -5210.34518818941 |
148 | 97839 | 103718.325148594 | -5879.3251485941 |
149 | 38214 | 43429.985623767 | -5215.985623767 |
150 | 151101 | 149387.309403089 | 1713.69059691112 |
151 | 272458 | 238046.498641198 | 34411.5013588017 |
152 | 172494 | 143148.03431307 | 29345.9656869302 |
153 | 108043 | 123302.823562435 | -15259.8235624354 |
154 | 328107 | 290612.89847556 | 37494.1015244402 |
155 | 250579 | 240125.17920238 | 10453.8207976196 |
156 | 351067 | 311082.658346422 | 39984.3416535782 |
157 | 158015 | 123563.31538016 | 34451.6846198396 |
158 | 98866 | 81059.2495364795 | 17806.7504635205 |
159 | 85439 | 102113.388559512 | -16674.3885595117 |
160 | 229242 | 236486.764164353 | -7244.76416435277 |
161 | 351619 | 329065.928077165 | 22553.0719228351 |
162 | 84207 | 94847.051067184 | -10640.0510671839 |
163 | 120445 | 131829.072433378 | -11384.0724333783 |
164 | 324598 | 310856.958677209 | 13741.0413227912 |
165 | 131069 | 155766.538291198 | -24697.5382911977 |
166 | 204271 | 175160.445192403 | 29110.5548075972 |
167 | 165543 | 178901.785030439 | -13358.7850304385 |
168 | 141722 | 122372.683910627 | 19349.3160893733 |
169 | 116048 | 107113.886994787 | 8934.1130052129 |
170 | 250047 | 160025.697000567 | 90021.3029994332 |
171 | 299775 | 289709.779962528 | 10065.2200374724 |
172 | 195838 | 197947.655892803 | -2109.65589280252 |
173 | 173260 | 166000.503626998 | 7259.4963730022 |
174 | 254488 | 253496.508124113 | 991.491875887265 |
175 | 104389 | 203689.320352635 | -99300.3203526354 |
176 | 136084 | 114856.715449679 | 21227.2845503206 |
177 | 199476 | 218626.949943722 | -19150.9499437216 |
178 | 92499 | 84720.5037655763 | 7778.49623442365 |
179 | 224330 | 238504.723351772 | -14174.723351772 |
180 | 135781 | 107154.022571622 | 28626.9774283778 |
181 | 74408 | 99671.9992729674 | -25263.9992729674 |
182 | 81240 | 146218.812854746 | -64978.8128547456 |
183 | 14688 | -76.6476409587776 | 14764.6476409588 |
184 | 181633 | 160385.701930133 | 21247.2980698671 |
185 | 271856 | 258100.85395473 | 13755.1460452701 |
186 | 7199 | -2613.13266428075 | 9812.13266428075 |
187 | 46660 | 28853.3889695006 | 17806.6110304994 |
188 | 17547 | -5867.7690863053 | 23414.7690863053 |
189 | 133368 | 129123.446058361 | 4244.55394163919 |
190 | 95227 | 105641.910745849 | -10414.9107458492 |
191 | 152601 | 128267.916204741 | 24333.0837952593 |
192 | 98146 | 82536.7898634114 | 15609.2101365886 |
193 | 79619 | 110974.886671545 | -31355.8866715451 |
194 | 59194 | 101078.641557803 | -41884.6415578028 |
195 | 139942 | 130624.03616191 | 9317.96383808981 |
196 | 118612 | 121280.954064386 | -2668.95406438609 |
197 | 72880 | 76962.1055133768 | -4082.10551337675 |
198 | 65475 | 49230.1487080572 | 16244.8512919428 |
199 | 99643 | 118276.260858244 | -18633.2608582435 |
200 | 71965 | 73821.5873784515 | -1856.58737845152 |
201 | 77272 | 72924.844775518 | 4347.15522448199 |
202 | 49289 | 55607.0615023925 | -6318.06150239254 |
203 | 135131 | 119092.577699618 | 16038.4223003824 |
204 | 108446 | 102679.613357846 | 5766.38664215366 |
205 | 89746 | 119102.846365238 | -29356.8463652382 |
206 | 44296 | 54639.0070828092 | -10343.0070828092 |
207 | 77648 | 94136.2106951871 | -16488.2106951871 |
208 | 181528 | 124509.535318636 | 57018.4646813644 |
209 | 134019 | 108599.86569669 | 25419.1343033099 |
210 | 124064 | 116043.36182466 | 8020.63817533984 |
211 | 92630 | 86989.1028203889 | 5640.89717961111 |
212 | 121848 | 108858.579362847 | 12989.4206371528 |
213 | 52915 | 57941.3162113157 | -5026.31621131567 |
214 | 81872 | 74503.1931087215 | 7368.80689127852 |
215 | 58981 | 84353.3153882637 | -25372.3153882637 |
216 | 53515 | 64265.9874501281 | -10750.9874501281 |
217 | 60812 | 90568.7946585903 | -29756.7946585903 |
218 | 56375 | 53107.718425547 | 3267.28157445295 |
219 | 65490 | 64325.7942636428 | 1164.2057363572 |
220 | 80949 | 49436.3316990177 | 31512.6683009823 |
221 | 76302 | 91508.9170645406 | -15206.9170645406 |
222 | 104011 | 130917.060948326 | -26906.0609483256 |
223 | 98104 | 167967.620246899 | -69863.6202468991 |
224 | 67989 | 66420.3707008903 | 1568.62929910966 |
225 | 30989 | 29695.7418208434 | 1293.25817915661 |
226 | 135458 | 144925.319578887 | -9467.31957888702 |
227 | 73504 | 59836.7477271571 | 13667.2522728429 |
228 | 63123 | 84499.6051738999 | -21376.6051738999 |
229 | 61254 | 101243.777854392 | -39989.7778543916 |
230 | 74914 | 125534.1876218 | -50620.1876217998 |
231 | 31774 | 47436.01695074 | -15662.01695074 |
232 | 81437 | 99109.8923526176 | -17672.8923526176 |
233 | 87186 | 116118.178876921 | -28932.1788769214 |
234 | 50090 | 63031.4338943544 | -12941.4338943544 |
235 | 65745 | 94484.1139573162 | -28739.1139573162 |
236 | 56653 | 77943.4384396188 | -21290.4384396188 |
237 | 158399 | 101353.55623235 | 57045.4437676497 |
238 | 46455 | 62604.0129186374 | -16149.0129186374 |
239 | 73624 | 89842.055217216 | -16218.0552172159 |
240 | 38395 | 56674.4375846086 | -18279.4375846086 |
241 | 91899 | 84282.2334393157 | 7616.76656068428 |
242 | 139526 | 156296.197399703 | -16770.1973997027 |
243 | 52164 | 76746.6383764965 | -24582.6383764965 |
244 | 51567 | 55843.0589516018 | -4276.05895160178 |
245 | 70551 | 70599.7666171584 | -48.7666171584005 |
246 | 84856 | 90042.8783492678 | -5186.87834926779 |
247 | 102538 | 140322.642324997 | -37784.6423249974 |
248 | 86678 | 59769.395632396 | 26908.604367604 |
249 | 85709 | 73045.6624342854 | 12663.3375657146 |
250 | 34662 | 39307.7859297485 | -4645.78592974853 |
251 | 150580 | 137315.337181854 | 13264.6628181461 |
252 | 99611 | 99758.0221283757 | -147.022128375676 |
253 | 19349 | 7508.44876622937 | 11840.5512337706 |
254 | 99373 | 97702.1579676077 | 1670.84203239233 |
255 | 86230 | 94087.1574423105 | -7857.1574423105 |
256 | 30837 | 22729.6439704217 | 8107.35602957835 |
257 | 31706 | 45659.3355728868 | -13953.3355728868 |
258 | 89806 | 80489.6079994837 | 9316.39200051631 |
259 | 62088 | 55296.7600905405 | 6791.23990945949 |
260 | 40151 | 37412.5470404545 | 2738.45295954548 |
261 | 27634 | 44036.8211640109 | -16402.8211640109 |
262 | 76990 | 84236.4352091312 | -7246.43520913121 |
263 | 37460 | 29584.6419720381 | 7875.35802796187 |
264 | 54157 | 70723.3585842484 | -16566.3585842484 |
265 | 49862 | 56718.91954651 | -6856.91954650997 |
266 | 84337 | 79521.7400295218 | 4815.25997047821 |
267 | 64175 | 85872.8528220273 | -21697.8528220273 |
268 | 59382 | 64125.9242057538 | -4743.92420575376 |
269 | 119308 | 70759.5293571601 | 48548.4706428399 |
270 | 76702 | 97402.1914214827 | -20700.1914214827 |
271 | 103425 | 117296.503984507 | -13871.5039845073 |
272 | 70344 | 61433.4192200082 | 8910.58077999177 |
273 | 43410 | 38223.5062024794 | 5186.49379752064 |
274 | 104838 | 107622.002179798 | -2784.00217979817 |
275 | 62215 | 55917.1969681654 | 6297.80303183458 |
276 | 69304 | 99944.908206729 | -30640.9082067289 |
277 | 53117 | 40886.9823372052 | 12230.0176627948 |
278 | 19764 | 10706.4295748608 | 9057.5704251392 |
279 | 86680 | 96173.7719077056 | -9493.77190770564 |
280 | 84105 | 63077.4574234257 | 21027.5425765743 |
281 | 77945 | 81170.844477642 | -3225.84447764196 |
282 | 89113 | 70685.619981497 | 18427.3800185029 |
283 | 91005 | 89004.1986546002 | 2000.80134539979 |
284 | 40248 | 27280.6598864507 | 12967.3401135493 |
285 | 64187 | 53742.7063449799 | 10444.2936550201 |
286 | 50857 | 78714.3756517412 | -27857.3756517412 |
287 | 56613 | 59722.7271599854 | -3109.72715998536 |
288 | 62792 | 71023.0068022101 | -8231.00680221008 |
289 | 72535 | 70000.2484124541 | 2534.75158754587 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.87474300144022 | 0.25051399711956 | 0.12525699855978 |
10 | 0.891536478161328 | 0.216927043677343 | 0.108463521838672 |
11 | 0.885551931482779 | 0.228896137034442 | 0.114448068517221 |
12 | 0.867100682088668 | 0.265798635822665 | 0.132899317911332 |
13 | 0.810693860635038 | 0.378612278729925 | 0.189306139364962 |
14 | 0.740874677680146 | 0.518250644639707 | 0.259125322319854 |
15 | 0.682564845798926 | 0.634870308402147 | 0.317435154201074 |
16 | 0.630478616874608 | 0.739042766250783 | 0.369521383125392 |
17 | 0.894551231960771 | 0.210897536078457 | 0.105448768039229 |
18 | 0.856683481680008 | 0.286633036639984 | 0.143316518319992 |
19 | 0.892504412547465 | 0.21499117490507 | 0.107495587452535 |
20 | 0.877244742925563 | 0.245510514148874 | 0.122755257074437 |
21 | 0.875833518562537 | 0.248332962874926 | 0.124166481437463 |
22 | 0.837117343795729 | 0.325765312408542 | 0.162882656204271 |
23 | 0.995967727060489 | 0.00806454587902245 | 0.00403227293951122 |
24 | 0.993956770679432 | 0.0120864586411358 | 0.0060432293205679 |
25 | 0.993747308570322 | 0.0125053828593562 | 0.00625269142967812 |
26 | 0.999659569697517 | 0.00068086060496659 | 0.000340430302483295 |
27 | 0.99965831047923 | 0.000683379041540062 | 0.000341689520770031 |
28 | 0.999433657976053 | 0.00113268404789456 | 0.000566342023947278 |
29 | 0.999471775572954 | 0.00105644885409197 | 0.000528224427045985 |
30 | 0.999253573491677 | 0.00149285301664563 | 0.000746426508322815 |
31 | 0.998858813522004 | 0.00228237295599196 | 0.00114118647799598 |
32 | 0.998397579989261 | 0.00320484002147697 | 0.00160242001073848 |
33 | 0.997600607527339 | 0.00479878494532259 | 0.00239939247266129 |
34 | 0.998645276029048 | 0.00270944794190317 | 0.00135472397095158 |
35 | 0.99834137186892 | 0.00331725626215923 | 0.00165862813107961 |
36 | 0.998407367658487 | 0.0031852646830265 | 0.00159263234151325 |
37 | 0.997764612250065 | 0.00447077549986936 | 0.00223538774993468 |
38 | 0.996900468483225 | 0.0061990630335508 | 0.0030995315167754 |
39 | 0.998822230169382 | 0.00235553966123645 | 0.00117776983061822 |
40 | 0.9984627084189 | 0.00307458316220215 | 0.00153729158110108 |
41 | 0.997791835872411 | 0.00441632825517699 | 0.0022081641275885 |
42 | 0.997033650806361 | 0.00593269838727781 | 0.0029663491936389 |
43 | 0.999090419212367 | 0.00181916157526631 | 0.000909580787633156 |
44 | 0.999007246536204 | 0.00198550692759157 | 0.000992753463795783 |
45 | 0.99863387160327 | 0.00273225679346022 | 0.00136612839673011 |
46 | 0.998040810565492 | 0.00391837886901646 | 0.00195918943450823 |
47 | 0.998920776566782 | 0.00215844686643523 | 0.00107922343321762 |
48 | 0.998453822042557 | 0.00309235591488607 | 0.00154617795744304 |
49 | 0.998068954327563 | 0.00386209134487462 | 0.00193104567243731 |
50 | 0.999564718772368 | 0.000870562455263755 | 0.000435281227631878 |
51 | 0.9994337611549 | 0.00113247769019898 | 0.000566238845099492 |
52 | 0.99922169251271 | 0.00155661497457895 | 0.000778307487289476 |
53 | 0.999125226497995 | 0.00174954700401033 | 0.000874773502005163 |
54 | 0.99932778794423 | 0.00134442411154019 | 0.000672212055770094 |
55 | 0.999486521122157 | 0.00102695775568681 | 0.000513478877843404 |
56 | 0.999265563687864 | 0.00146887262427144 | 0.000734436312135721 |
57 | 0.999090581546517 | 0.00181883690696635 | 0.000909418453483174 |
58 | 0.999774388211808 | 0.000451223576383954 | 0.000225611788191977 |
59 | 0.99967556511574 | 0.000648869768521086 | 0.000324434884260543 |
60 | 0.999550701588284 | 0.000898596823431522 | 0.000449298411715761 |
61 | 0.99937693738163 | 0.00124612523674183 | 0.000623062618370915 |
62 | 0.999134104275547 | 0.00173179144890601 | 0.000865895724453006 |
63 | 0.999130750004867 | 0.00173849999026677 | 0.000869249995133383 |
64 | 0.998799930773794 | 0.00240013845241137 | 0.00120006922620569 |
65 | 0.998706858770625 | 0.00258628245874999 | 0.001293141229375 |
66 | 0.998334355432755 | 0.00333128913449038 | 0.00166564456724519 |
67 | 0.998100619049916 | 0.00379876190016853 | 0.00189938095008426 |
68 | 0.99743223797407 | 0.00513552405186137 | 0.00256776202593069 |
69 | 0.996677139507003 | 0.00664572098599411 | 0.00332286049299705 |
70 | 0.995956453470583 | 0.0080870930588337 | 0.00404354652941685 |
71 | 0.995436392471343 | 0.00912721505731441 | 0.0045636075286572 |
72 | 0.998312637078483 | 0.0033747258430341 | 0.00168736292151705 |
73 | 0.997948364169066 | 0.00410327166186716 | 0.00205163583093358 |
74 | 0.997855954336483 | 0.00428809132703319 | 0.0021440456635166 |
75 | 0.998245231179907 | 0.00350953764018674 | 0.00175476882009337 |
76 | 0.998065776999973 | 0.00386844600005487 | 0.00193422300002743 |
77 | 0.998898381744922 | 0.00220323651015661 | 0.00110161825507831 |
78 | 0.998614010981343 | 0.00277197803731453 | 0.00138598901865726 |
79 | 0.998213645217458 | 0.00357270956508463 | 0.00178635478254232 |
80 | 0.997644544695513 | 0.00471091060897344 | 0.00235545530448672 |
81 | 0.997035060497526 | 0.0059298790049481 | 0.00296493950247405 |
82 | 0.997590842575049 | 0.00481831484990262 | 0.00240915742495131 |
83 | 0.998909185715584 | 0.00218162856883275 | 0.00109081428441638 |
84 | 0.999279362866666 | 0.00144127426666756 | 0.000720637133333778 |
85 | 0.999051476090556 | 0.00189704781888777 | 0.000948523909443884 |
86 | 0.999228051222115 | 0.00154389755577092 | 0.00077194877788546 |
87 | 0.998966970301403 | 0.00206605939719383 | 0.00103302969859691 |
88 | 0.998709716008926 | 0.00258056798214782 | 0.00129028399107391 |
89 | 0.999247853753518 | 0.00150429249296419 | 0.000752146246482095 |
90 | 0.999113722123447 | 0.00177255575310566 | 0.000886277876552828 |
91 | 0.998836692662047 | 0.00232661467590542 | 0.00116330733795271 |
92 | 0.99845872673569 | 0.00308254652862136 | 0.00154127326431068 |
93 | 0.99807945515407 | 0.00384108969186076 | 0.00192054484593038 |
94 | 0.997491304081382 | 0.00501739183723534 | 0.00250869591861767 |
95 | 0.996817016714138 | 0.00636596657172396 | 0.00318298328586198 |
96 | 0.996504297857088 | 0.00699140428582374 | 0.00349570214291187 |
97 | 0.995908326324561 | 0.00818334735087726 | 0.00409167367543863 |
98 | 0.9999764512515 | 4.7097497002169e-05 | 2.35487485010845e-05 |
99 | 0.999967869930952 | 6.42601380966075e-05 | 3.21300690483037e-05 |
100 | 0.999961843873685 | 7.63122526300159e-05 | 3.81561263150079e-05 |
101 | 0.999947147165582 | 0.000105705668835256 | 5.28528344176281e-05 |
102 | 0.99993343079299 | 0.00013313841402041 | 6.65692070102051e-05 |
103 | 0.999976354585258 | 4.72908294847823e-05 | 2.36454147423912e-05 |
104 | 0.999968783303549 | 6.24333929019423e-05 | 3.12166964509711e-05 |
105 | 0.999967146544976 | 6.57069100484693e-05 | 3.28534550242347e-05 |
106 | 0.999961853685066 | 7.62926298680327e-05 | 3.81463149340164e-05 |
107 | 0.999965332327231 | 6.93353455371887e-05 | 3.46676727685943e-05 |
108 | 0.999967796482268 | 6.44070354634652e-05 | 3.22035177317326e-05 |
109 | 0.999976239433529 | 4.75211329429862e-05 | 2.37605664714931e-05 |
110 | 0.99996644620184 | 6.710759632116e-05 | 3.355379816058e-05 |
111 | 0.999956180497272 | 8.76390054569603e-05 | 4.38195027284802e-05 |
112 | 0.999943757618752 | 0.000112484762496692 | 5.62423812483462e-05 |
113 | 0.999925365162576 | 0.000149269674848792 | 7.46348374243959e-05 |
114 | 0.999899867788437 | 0.000200264423125587 | 0.000100132211562793 |
115 | 0.999878198470918 | 0.000243603058163537 | 0.000121801529081769 |
116 | 0.999838109407909 | 0.000323781184182899 | 0.000161890592091449 |
117 | 0.999794943080537 | 0.000410113838925626 | 0.000205056919462813 |
118 | 0.999840152929705 | 0.000319694140589343 | 0.000159847070294672 |
119 | 0.999782902865994 | 0.000434194268012293 | 0.000217097134006147 |
120 | 0.999852039109038 | 0.00029592178192378 | 0.00014796089096189 |
121 | 0.999812004024103 | 0.000375991951794047 | 0.000187995975897024 |
122 | 0.99986435831574 | 0.000271283368521967 | 0.000135641684260983 |
123 | 0.99988927884323 | 0.000221442313540552 | 0.000110721156770276 |
124 | 0.999958603012013 | 8.27939759733913e-05 | 4.13969879866957e-05 |
125 | 0.99999573387844 | 8.53224312130931e-06 | 4.26612156065465e-06 |
126 | 0.999994494106367 | 1.10117872650841e-05 | 5.50589363254205e-06 |
127 | 0.999992354739343 | 1.52905213130899e-05 | 7.64526065654493e-06 |
128 | 0.99999229576475 | 1.54084705006831e-05 | 7.70423525034157e-06 |
129 | 0.999988696825596 | 2.26063488072024e-05 | 1.13031744036012e-05 |
130 | 0.999983754977788 | 3.2490044424619e-05 | 1.62450222123095e-05 |
131 | 0.999977154005792 | 4.56919884168843e-05 | 2.28459942084421e-05 |
132 | 0.99998425118418 | 3.14976316379531e-05 | 1.57488158189765e-05 |
133 | 0.999980686127945 | 3.86277441101833e-05 | 1.93138720550916e-05 |
134 | 0.999997910676186 | 4.17864762713138e-06 | 2.08932381356569e-06 |
135 | 0.999998023684872 | 3.95263025698572e-06 | 1.97631512849286e-06 |
136 | 0.999999685429546 | 6.2914090769945e-07 | 3.14570453849725e-07 |
137 | 0.999999538392085 | 9.23215830165405e-07 | 4.61607915082702e-07 |
138 | 0.999999843812857 | 3.12374286581311e-07 | 1.56187143290655e-07 |
139 | 0.99999983278974 | 3.34420518524315e-07 | 1.67210259262158e-07 |
140 | 0.999999740168843 | 5.19662314471016e-07 | 2.59831157235508e-07 |
141 | 0.999999666093517 | 6.67812965741717e-07 | 3.33906482870858e-07 |
142 | 0.999999631151514 | 7.37696972302657e-07 | 3.68848486151329e-07 |
143 | 0.999999449282766 | 1.10143446734394e-06 | 5.50717233671969e-07 |
144 | 0.999999280112608 | 1.43977478459777e-06 | 7.19887392298883e-07 |
145 | 0.999999081861506 | 1.83627698783316e-06 | 9.18138493916582e-07 |
146 | 0.99999958891511 | 8.22169780863326e-07 | 4.11084890431663e-07 |
147 | 0.999999419078307 | 1.16184338568661e-06 | 5.80921692843303e-07 |
148 | 0.999999114988517 | 1.77002296607544e-06 | 8.85011483037722e-07 |
149 | 0.999998661143117 | 2.67771376564491e-06 | 1.33885688282245e-06 |
150 | 0.999997965050484 | 4.06989903252539e-06 | 2.03494951626269e-06 |
151 | 0.999998139907481 | 3.72018503789135e-06 | 1.86009251894567e-06 |
152 | 0.999998257643694 | 3.48471261231347e-06 | 1.74235630615673e-06 |
153 | 0.999997695522615 | 4.60895476938471e-06 | 2.30447738469236e-06 |
154 | 0.99999842693758 | 3.14612483924221e-06 | 1.57306241962111e-06 |
155 | 0.99999787845307 | 4.24309386032829e-06 | 2.12154693016414e-06 |
156 | 0.999999043910862 | 1.91217827580712e-06 | 9.5608913790356e-07 |
157 | 0.999999421611342 | 1.156777316694e-06 | 5.78388658346999e-07 |
158 | 0.999999216222167 | 1.56755566625346e-06 | 7.83777833126732e-07 |
159 | 0.99999891088975 | 2.17822050033068e-06 | 1.08911025016534e-06 |
160 | 0.999998330629675 | 3.33874064968065e-06 | 1.66937032484033e-06 |
161 | 0.999998200877355 | 3.59824529057002e-06 | 1.79912264528501e-06 |
162 | 0.999997779892226 | 4.44021554714257e-06 | 2.22010777357128e-06 |
163 | 0.999997043680327 | 5.91263934499531e-06 | 2.95631967249765e-06 |
164 | 0.99999599402659 | 8.01194682145044e-06 | 4.00597341072522e-06 |
165 | 0.999994781309785 | 1.04373804291064e-05 | 5.21869021455318e-06 |
166 | 0.999996932255898 | 6.13548820397108e-06 | 3.06774410198554e-06 |
167 | 0.999995477112532 | 9.04577493610809e-06 | 4.52288746805404e-06 |
168 | 0.999994237525368 | 1.15249492638743e-05 | 5.76247463193716e-06 |
169 | 0.999992056036342 | 1.58879273154125e-05 | 7.94396365770626e-06 |
170 | 0.99999986711817 | 2.65763660662527e-07 | 1.32881830331264e-07 |
171 | 0.999999904414601 | 1.91170797307524e-07 | 9.55853986537618e-08 |
172 | 0.999999875001448 | 2.49997104833649e-07 | 1.24998552416824e-07 |
173 | 0.999999832824068 | 3.34351863114555e-07 | 1.67175931557278e-07 |
174 | 0.999999958971512 | 8.20569766198738e-08 | 4.10284883099369e-08 |
175 | 0.999999997651558 | 4.69688352562081e-09 | 2.34844176281041e-09 |
176 | 0.999999997580868 | 4.83826396467264e-09 | 2.41913198233632e-09 |
177 | 0.999999996064463 | 7.87107356653293e-09 | 3.93553678326647e-09 |
178 | 0.999999993617557 | 1.27648856234298e-08 | 6.3824428117149e-09 |
179 | 0.999999989437784 | 2.11244315492565e-08 | 1.05622157746283e-08 |
180 | 0.999999993916797 | 1.21664062473604e-08 | 6.08320312368019e-09 |
181 | 0.999999992015904 | 1.59681923745061e-08 | 7.98409618725304e-09 |
182 | 0.99999999935602 | 1.28795933343897e-09 | 6.43979666719486e-10 |
183 | 0.99999999888605 | 2.22790186802278e-09 | 1.11395093401139e-09 |
184 | 0.999999999324613 | 1.35077432080393e-09 | 6.75387160401963e-10 |
185 | 0.999999999772886 | 4.54228027376812e-10 | 2.27114013688406e-10 |
186 | 0.999999999599573 | 8.00854554296446e-10 | 4.00427277148223e-10 |
187 | 0.999999999316382 | 1.36723535583277e-09 | 6.83617677916385e-10 |
188 | 0.999999998859984 | 2.28003134959109e-09 | 1.14001567479554e-09 |
189 | 0.999999998361943 | 3.27611456850182e-09 | 1.63805728425091e-09 |
190 | 0.999999997128359 | 5.74328291439986e-09 | 2.87164145719993e-09 |
191 | 0.999999999036156 | 1.92768845829754e-09 | 9.63844229148768e-10 |
192 | 0.999999998620188 | 2.75962491740214e-09 | 1.37981245870107e-09 |
193 | 0.99999999836912 | 3.26175935987183e-09 | 1.63087967993591e-09 |
194 | 0.999999998391128 | 3.21774450461871e-09 | 1.60887225230936e-09 |
195 | 0.99999999849507 | 3.00986048643155e-09 | 1.50493024321577e-09 |
196 | 0.999999997650311 | 4.69937717002108e-09 | 2.34968858501054e-09 |
197 | 0.99999999576666 | 8.46668202985379e-09 | 4.23334101492689e-09 |
198 | 0.999999994240216 | 1.15195676381558e-08 | 5.75978381907792e-09 |
199 | 0.999999990741345 | 1.85173104768639e-08 | 9.25865523843196e-09 |
200 | 0.99999998366778 | 3.26644411792741e-08 | 1.63322205896371e-08 |
201 | 0.999999972190143 | 5.56197129792435e-08 | 2.78098564896218e-08 |
202 | 0.99999995133877 | 9.73224600260071e-08 | 4.86612300130036e-08 |
203 | 0.999999945586939 | 1.08826122512532e-07 | 5.44130612562659e-08 |
204 | 0.999999913525827 | 1.72948345714971e-07 | 8.64741728574854e-08 |
205 | 0.999999883079693 | 2.3384061458772e-07 | 1.1692030729386e-07 |
206 | 0.999999819044955 | 3.61910090669884e-07 | 1.80955045334942e-07 |
207 | 0.999999725296063 | 5.49407874709908e-07 | 2.74703937354954e-07 |
208 | 0.999999992724832 | 1.45503357072847e-08 | 7.27516785364233e-09 |
209 | 0.999999996502036 | 6.99592824307927e-09 | 3.49796412153963e-09 |
210 | 0.9999999971736 | 5.65279960638336e-09 | 2.82639980319168e-09 |
211 | 0.999999995946192 | 8.10761543044498e-09 | 4.05380771522249e-09 |
212 | 0.999999996815474 | 6.36905149370298e-09 | 3.18452574685149e-09 |
213 | 0.999999993975439 | 1.20491216763351e-08 | 6.02456083816755e-09 |
214 | 0.999999990196372 | 1.9607256823507e-08 | 9.80362841175348e-09 |
215 | 0.999999986107181 | 2.77856378305724e-08 | 1.38928189152862e-08 |
216 | 0.999999977427416 | 4.51451678310399e-08 | 2.257258391552e-08 |
217 | 0.999999978008071 | 4.39838573493593e-08 | 2.19919286746797e-08 |
218 | 0.999999960815273 | 7.8369453748606e-08 | 3.9184726874303e-08 |
219 | 0.99999993563481 | 1.28730380564616e-07 | 6.43651902823078e-08 |
220 | 0.99999995117874 | 9.7642518801628e-08 | 4.8821259400814e-08 |
221 | 0.999999912261007 | 1.75477986342382e-07 | 8.77389931711912e-08 |
222 | 0.999999848656259 | 3.02687482775389e-07 | 1.51343741387695e-07 |
223 | 0.999999965671497 | 6.8657005615341e-08 | 3.43285028076705e-08 |
224 | 0.999999937844997 | 1.24310005190715e-07 | 6.21550025953574e-08 |
225 | 0.99999988240061 | 2.35198778568001e-07 | 1.17599389284e-07 |
226 | 0.999999794030923 | 4.11938153609028e-07 | 2.05969076804514e-07 |
227 | 0.999999665641399 | 6.68717202824066e-07 | 3.34358601412033e-07 |
228 | 0.999999466115479 | 1.06776904289559e-06 | 5.33884521447796e-07 |
229 | 0.99999965071218 | 6.98575640609284e-07 | 3.49287820304642e-07 |
230 | 0.999999894907457 | 2.10185085872328e-07 | 1.05092542936164e-07 |
231 | 0.999999879037216 | 2.41925567524162e-07 | 1.20962783762081e-07 |
232 | 0.999999800692476 | 3.98615048704513e-07 | 1.99307524352256e-07 |
233 | 0.999999861393887 | 2.77212226264141e-07 | 1.38606113132071e-07 |
234 | 0.999999795688292 | 4.08623416554952e-07 | 2.04311708277476e-07 |
235 | 0.999999805968463 | 3.88063074537063e-07 | 1.94031537268531e-07 |
236 | 0.999999675273258 | 6.49453483851372e-07 | 3.24726741925686e-07 |
237 | 0.999999996779245 | 6.44151020697528e-09 | 3.22075510348764e-09 |
238 | 0.999999995340443 | 9.31911294484949e-09 | 4.65955647242474e-09 |
239 | 0.9999999919564 | 1.60872009660063e-08 | 8.04360048300316e-09 |
240 | 0.999999992303786 | 1.53924284015992e-08 | 7.69621420079958e-09 |
241 | 0.999999984046895 | 3.19062092614074e-08 | 1.59531046307037e-08 |
242 | 0.999999970954327 | 5.80913460133666e-08 | 2.90456730066833e-08 |
243 | 0.99999998103478 | 3.79304397585346e-08 | 1.89652198792673e-08 |
244 | 0.999999958246587 | 8.35068251908323e-08 | 4.17534125954162e-08 |
245 | 0.999999905638703 | 1.88722593760837e-07 | 9.43612968804185e-08 |
246 | 0.999999792805926 | 4.14388147574574e-07 | 2.07194073787287e-07 |
247 | 0.999999862023076 | 2.75953847255929e-07 | 1.37976923627964e-07 |
248 | 0.999999880030747 | 2.39938506247241e-07 | 1.19969253123621e-07 |
249 | 0.999999752532136 | 4.94935726992862e-07 | 2.47467863496431e-07 |
250 | 0.999999574743086 | 8.50513827046221e-07 | 4.25256913523111e-07 |
251 | 0.999999480157806 | 1.03968438831857e-06 | 5.19842194159284e-07 |
252 | 0.999998956406915 | 2.08718616928367e-06 | 1.04359308464183e-06 |
253 | 0.999997700322496 | 4.59935500697735e-06 | 2.29967750348868e-06 |
254 | 0.999995243865547 | 9.51226890665773e-06 | 4.75613445332887e-06 |
255 | 0.999989889867052 | 2.02202658961359e-05 | 1.01101329480679e-05 |
256 | 0.99997905665378 | 4.18866924407596e-05 | 2.09433462203798e-05 |
257 | 0.999976336031955 | 4.73279360907677e-05 | 2.36639680453838e-05 |
258 | 0.999959630551448 | 8.07388971043652e-05 | 4.03694485521826e-05 |
259 | 0.999923564217107 | 0.000152871565785593 | 7.64357828927966e-05 |
260 | 0.999849575889523 | 0.000300848220953527 | 0.000150424110476763 |
261 | 0.999840984360045 | 0.000318031279910398 | 0.000159015639955199 |
262 | 0.999678791072821 | 0.00064241785435749 | 0.000321208927178745 |
263 | 0.999379418788982 | 0.00124116242203622 | 0.000620581211018109 |
264 | 0.99926917516533 | 0.00146164966934122 | 0.00073082483467061 |
265 | 0.9988016556981 | 0.00239668860380015 | 0.00119834430190008 |
266 | 0.997670980159272 | 0.00465803968145579 | 0.0023290198407279 |
267 | 0.997610655892692 | 0.00477868821461517 | 0.00238934410730759 |
268 | 0.996754720909553 | 0.0064905581808932 | 0.0032452790904466 |
269 | 0.999843720370828 | 0.000312559258343508 | 0.000156279629171754 |
270 | 0.99981640218031 | 0.000367195639378903 | 0.000183597819689451 |
271 | 0.999693311395183 | 0.000613377209634289 | 0.000306688604817145 |
272 | 0.999195691488532 | 0.00160861702293626 | 0.000804308511468132 |
273 | 0.998604748047822 | 0.00279050390435526 | 0.00139525195217763 |
274 | 0.996366104323945 | 0.00726779135210927 | 0.00363389567605463 |
275 | 0.990939522844867 | 0.0181209543102665 | 0.00906047715513327 |
276 | 0.98144505290031 | 0.0371098941993782 | 0.0185549470996891 |
277 | 0.95787152282082 | 0.0842569543583584 | 0.0421284771791792 |
278 | 0.92027441250391 | 0.159451174992181 | 0.0797255874960905 |
279 | 0.84088738539354 | 0.318225229212919 | 0.15911261460646 |
280 | 0.838847618439043 | 0.322304763121914 | 0.161152381560957 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 250 | 0.919117647058823 | NOK |
5% type I error level | 254 | 0.933823529411765 | NOK |
10% type I error level | 255 | 0.9375 | NOK |