| Multiple Linear Regression - Estimated Regression Equation |
| totsize[t] = + 1868.03394504744 + 111.231304433422blogged_computations[t] -11.6723589074024compendium_views_info[t] + 16.2523244196431feedback_messages_p1[t] + 290.300760477743feedback_messages_p120[t] + 2.1230869961209pageviews[t] + 0.451429703359567`totseconds `[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) | 1868.03394504744 | 3425.678483 | 0.5453 | 0.585976 | 0.292988 |
| blogged_computations | 111.231304433422 | 72.915848 | 1.5255 | 0.128261 | 0.064131 |
| compendium_views_info | -11.6723589074024 | 16.433754 | -0.7103 | 0.478125 | 0.239063 |
| feedback_messages_p1 | 16.2523244196431 | 93.431253 | 0.1739 | 0.86203 | 0.431015 |
| feedback_messages_p120 | 290.300760477743 | 97.791983 | 2.9686 | 0.003249 | 0.001624 |
| pageviews | 2.1230869961209 | 6.562361 | 0.3235 | 0.746538 | 0.373269 |
| `totseconds ` | 0.451429703359567 | 0.050921 | 8.8652 | 0 | 0 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.852482196972384 |
| R-squared | 0.726725896154862 |
| Adjusted R-squared | 0.720911553519859 |
| F-TEST (value) | 124.988488256591 |
| F-TEST (DF numerator) | 6 |
| F-TEST (DF denominator) | 282 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 21355.7494477043 |
| Sum Squared Residuals | 128611185721.42 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 112285 | 104237.37031817 | 8047.62968182975 |
| 2 | 84786 | 82774.6346385256 | 2011.36536147442 |
| 3 | 83123 | 73525.0600011911 | 9597.93999880892 |
| 4 | 101193 | 82749.8721136125 | 18443.1278863875 |
| 5 | 38361 | 57758.810301684 | -19397.810301684 |
| 6 | 68504 | 42353.1992079718 | 26150.8007920282 |
| 7 | 119182 | 120196.481038915 | -1014.4810389153 |
| 8 | 22807 | 12063.8136278844 | 10743.1863721156 |
| 9 | 17140 | 23758.2958346924 | -6618.29583469235 |
| 10 | 116174 | 74205.5165782845 | 41968.4834217155 |
| 11 | 57635 | 64198.2122687055 | -6563.2122687055 |
| 12 | 66198 | 109624.328003996 | -43426.3280039961 |
| 13 | 71701 | 89084.0871274736 | -17383.0871274736 |
| 14 | 57793 | 58027.0626875613 | -234.062687561328 |
| 15 | 80444 | 88062.1560812465 | -7618.1560812465 |
| 16 | 53855 | 72027.7762881287 | -18172.7762881287 |
| 17 | 97668 | 131369.23147175 | -33701.2314717504 |
| 18 | 133824 | 106522.552636665 | 27301.447363335 |
| 19 | 101481 | 78251.7054195968 | 23229.2945804032 |
| 20 | 99645 | 72047.7485375241 | 27597.2514624759 |
| 21 | 114789 | 100821.813454172 | 13967.1865458277 |
| 22 | 99052 | 100759.343499236 | -1707.34349923603 |
| 23 | 67654 | 95071.118365552 | -27417.1183655519 |
| 24 | 65553 | 75878.4677953746 | -10325.4677953746 |
| 25 | 97500 | 92039.8793346889 | 5460.12066531114 |
| 26 | 69112 | 85209.3389624483 | -16097.3389624483 |
| 27 | 82753 | 84710.1771679929 | -1957.17716799286 |
| 28 | 85323 | 93697.6798592743 | -8374.6798592743 |
| 29 | 72654 | 107376.449650783 | -34722.4496507827 |
| 30 | 30727 | 53609.5346726738 | -22882.5346726738 |
| 31 | 77873 | 124124.05806033 | -46251.0580603297 |
| 32 | 117478 | 115435.206311769 | 2042.79368823079 |
| 33 | 74007 | 78822.8915752478 | -4815.89157524778 |
| 34 | 90183 | 133174.6489709 | -42991.6489709003 |
| 35 | 61542 | 50408.9952605423 | 11133.0047394577 |
| 36 | 101494 | 123092.575533565 | -21598.5755335652 |
| 37 | 27570 | 46143.6874310238 | -18573.6874310238 |
| 38 | 55813 | 72091.6292440134 | -16278.6292440134 |
| 39 | 79215 | 116796.822059802 | -37581.822059802 |
| 40 | 1423 | 2316.67090058837 | -893.670900588368 |
| 41 | 55461 | 66310.6118240246 | -10849.6118240246 |
| 42 | 31081 | 42188.4907969189 | -11107.4907969189 |
| 43 | 22996 | 30640.4516337826 | -7644.45163378262 |
| 44 | 83122 | 105704.737653196 | -22582.7376531955 |
| 45 | 70106 | 88006.8190452346 | -17900.8190452346 |
| 46 | 60578 | 65495.7197240776 | -4917.71972407757 |
| 47 | 39992 | 49771.240137034 | -9779.24013703398 |
| 48 | 79892 | 81622.3900333057 | -1730.39003330574 |
| 49 | 49810 | 50516.2170245716 | -706.217024571646 |
| 50 | 71570 | 44717.8575380305 | 26852.1424619695 |
| 51 | 100708 | 70162.8161984151 | 30545.1838015849 |
| 52 | 33032 | 48399.3635916417 | -15367.3635916417 |
| 53 | 82875 | 93921.4663516495 | -11046.4663516495 |
| 54 | 139077 | 122067.850895367 | 17009.1491046331 |
| 55 | 71595 | 80766.866208085 | -9171.86620808503 |
| 56 | 72260 | 96815.5639947761 | -24555.5639947761 |
| 57 | 5950 | 10287.0601110151 | -4337.0601110151 |
| 58 | 115762 | 119535.928006292 | -3773.92800629184 |
| 59 | 32551 | 32939.2170887894 | -388.217088789429 |
| 60 | 31701 | 35804.3929127435 | -4103.39291274349 |
| 61 | 80670 | 81326.4286534602 | -656.428653460158 |
| 62 | 143558 | 133762.986850028 | 9795.01314997214 |
| 63 | 117105 | 102681.809011265 | 14423.1909887349 |
| 64 | 23789 | 38118.0436026774 | -14329.0436026774 |
| 65 | 120733 | 112964.57746582 | 7768.42253417988 |
| 66 | 105195 | 127097.552098871 | -21902.552098871 |
| 67 | 73107 | 64072.6941953462 | 9034.30580465377 |
| 68 | 132068 | 131194.430684662 | 873.569315338329 |
| 69 | 149193 | 110612.383744984 | 38580.6162550161 |
| 70 | 46821 | 60034.5410901835 | -13213.5410901835 |
| 71 | 87011 | 82442.0317984572 | 4568.96820154275 |
| 72 | 95260 | 92320.8015436452 | 2939.19845635477 |
| 73 | 55183 | 83226.9798140353 | -28043.9798140353 |
| 74 | 106671 | 71111.2343941307 | 35559.7656058693 |
| 75 | 73511 | 91903.5635115743 | -18392.5635115743 |
| 76 | 92945 | 77048.5122217803 | 15896.4877782197 |
| 77 | 78664 | 68395.6967031436 | 10268.3032968564 |
| 78 | 70054 | 88639.0789200933 | -18585.0789200933 |
| 79 | 22618 | 33352.3979045445 | -10734.3979045445 |
| 80 | 74011 | 94772.5620304069 | -20761.5620304069 |
| 81 | 83737 | 65348.4795513497 | 18388.5204486503 |
| 82 | 69094 | 81285.3415975918 | -12191.3415975918 |
| 83 | 93133 | 87309.334552062 | 5823.66544793793 |
| 84 | 95536 | 98696.57828427 | -3160.57828427009 |
| 85 | 225920 | 98568.8904728548 | 127351.109527145 |
| 86 | 62133 | 73871.0487464538 | -11738.0487464538 |
| 87 | 61370 | 66553.905052557 | -5183.90505255701 |
| 88 | 43836 | 53987.877052384 | -10151.877052384 |
| 89 | 106117 | 103702.236827914 | 2414.76317208617 |
| 90 | 38692 | 61873.5904891664 | -23181.5904891663 |
| 91 | 84651 | 81009.727490701 | 3641.27250929896 |
| 92 | 56622 | 37543.9843328615 | 19078.0156671385 |
| 93 | 15986 | 32600.2026780192 | -16614.2026780192 |
| 94 | 95364 | 75512.5783824191 | 19851.4216175809 |
| 95 | 26706 | 54398.1459724678 | -27692.1459724678 |
| 96 | 89691 | 81652.399729356 | 8038.60027064402 |
| 97 | 67267 | 94158.2378984235 | -26891.2378984235 |
| 98 | 126846 | 84158.032765655 | 42687.967234345 |
| 99 | 41140 | 67521.4790312387 | -26381.4790312388 |
| 100 | 102860 | 93182.9751187844 | 9677.02488121565 |
| 101 | 51715 | 58035.9134030978 | -6320.91340309775 |
| 102 | 55801 | 78940.3368308727 | -23139.3368308727 |
| 103 | 111813 | 89649.5025695113 | 22163.4974304887 |
| 104 | 120293 | 81868.5124224903 | 38424.4875775097 |
| 105 | 138599 | 99958.079472702 | 38640.920527298 |
| 106 | 161647 | 122609.011981133 | 39037.988018867 |
| 107 | 115929 | 135825.745605808 | -19896.7456058082 |
| 108 | 24266 | 30805.8871163398 | -6539.88711633978 |
| 109 | 162901 | 119427.182011333 | 43473.8179886666 |
| 110 | 109825 | 97692.3128563575 | 12132.6871436424 |
| 111 | 129838 | 119550.180252891 | 10287.8197471088 |
| 112 | 37510 | 49301.5141730964 | -11791.5141730964 |
| 113 | 43750 | 30688.9832494811 | 13061.0167505189 |
| 114 | 40652 | 51707.2829887074 | -11055.2829887074 |
| 115 | 87771 | 79736.0372805155 | 8034.96271948453 |
| 116 | 85872 | 85838.3321179552 | 33.6678820447761 |
| 117 | 89275 | 99785.7884272885 | -10510.7884272885 |
| 118 | 44418 | 61453.5452013523 | -17035.5452013523 |
| 119 | 192565 | 94318.9247827995 | 98246.0752172005 |
| 120 | 35232 | 29884.4871470013 | 5347.51285299868 |
| 121 | 40909 | 51759.5003430441 | -10850.5003430441 |
| 122 | 13294 | 20199.6799190328 | -6905.67991903278 |
| 123 | 32387 | 43729.2967820959 | -11342.2967820959 |
| 124 | 140867 | 68865.5027288008 | 72001.4972711992 |
| 125 | 120662 | 106463.102345955 | 14198.8976540454 |
| 126 | 21233 | 32706.9871862677 | -11473.9871862677 |
| 127 | 44332 | 35587.6975362012 | 8744.30246379884 |
| 128 | 61056 | 56934.0271860535 | 4121.97281394653 |
| 129 | 101338 | 95128.9577358114 | 6209.04226418861 |
| 130 | 1168 | 4872.19423931504 | -3704.19423931504 |
| 131 | 13497 | 10290.7341068713 | 3206.26589312874 |
| 132 | 65567 | 74524.0160221959 | -8957.01602219584 |
| 133 | 25162 | 23649.2793401788 | 1512.72065982122 |
| 134 | 32334 | 44754.0699825178 | -12420.0699825178 |
| 135 | 40735 | 63631.6262553982 | -22896.6262553982 |
| 136 | 91413 | 128555.381062127 | -37142.3810621275 |
| 137 | 855 | 4419.79692544622 | -3564.79692544622 |
| 138 | 97068 | 75363.9091799216 | 21704.0908200784 |
| 139 | 44339 | 16374.3188689255 | 27964.6811310745 |
| 140 | 14116 | 11446.5644071127 | 2669.43559288729 |
| 141 | 10288 | 20599.9878281635 | -10311.9878281635 |
| 142 | 65622 | 57502.2753729929 | 8119.72462700711 |
| 143 | 16563 | 20360.5627769566 | -3797.56277695663 |
| 144 | 76643 | 107099.511175456 | -30456.5111754556 |
| 145 | 110681 | 80304.2466527278 | 30376.7533472722 |
| 146 | 29011 | 26520.5746691787 | 2490.42533082132 |
| 147 | 92696 | 49948.3644855601 | 42747.6355144399 |
| 148 | 94785 | 50318.9130972326 | 44466.0869027674 |
| 149 | 8773 | 14479.5474427756 | -5706.54744277559 |
| 150 | 83209 | 71853.8591511638 | 11355.1408488362 |
| 151 | 93815 | 114520.437728047 | -20705.4377280471 |
| 152 | 86687 | 98619.4482720742 | -11932.4482720742 |
| 153 | 34553 | 36723.6269208514 | -2170.62692085139 |
| 154 | 105547 | 129108.246901264 | -23561.2469012637 |
| 155 | 103487 | 131203.28621366 | -27716.2862136601 |
| 156 | 213688 | 157479.396132998 | 56208.6038670022 |
| 157 | 71220 | 86162.3772630878 | -14942.3772630877 |
| 158 | 23517 | 28848.6178254775 | -5331.61782547749 |
| 159 | 56926 | 52287.6353612664 | 4638.3646387336 |
| 160 | 91721 | 77227.2869528488 | 14493.7130471512 |
| 161 | 115168 | 125630.631665927 | -10462.6316659269 |
| 162 | 111194 | 35740.8667616327 | 75453.1332383673 |
| 163 | 51009 | 42893.5780921864 | 8115.42190781362 |
| 164 | 135777 | 100907.354825699 | 34869.645174301 |
| 165 | 51513 | 53574.5831104594 | -2061.58311045943 |
| 166 | 74163 | 102978.789694595 | -28815.7896945951 |
| 167 | 51633 | 73518.3324471815 | -21885.3324471815 |
| 168 | 75345 | 33971.43559552 | 41373.56440448 |
| 169 | 33416 | 57425.7611632205 | -24009.7611632205 |
| 170 | 83305 | 62104.6455784546 | 21200.3544215454 |
| 171 | 98952 | 79892.6966868085 | 19059.3033131915 |
| 172 | 102372 | 92138.1096158364 | 10233.8903841636 |
| 173 | 37238 | 31240.0186289621 | 5997.98137103794 |
| 174 | 103772 | 102291.655475272 | 1480.34452472806 |
| 175 | 123969 | 86070.4240350733 | 37898.5759649267 |
| 176 | 27142 | 38913.1275057204 | -11771.1275057204 |
| 177 | 135400 | 93832.4521663096 | 41567.5478336904 |
| 178 | 21399 | 31777.6554150738 | -10378.6554150738 |
| 179 | 130115 | 116872.10352579 | 13242.8964742099 |
| 180 | 24874 | 41799.168953101 | -16925.168953101 |
| 181 | 34988 | 20181.5929156438 | 14806.4070843562 |
| 182 | 45549 | 29271.4615353311 | 16277.5384646689 |
| 183 | 6023 | 5350.50809466759 | 672.491905332412 |
| 184 | 64466 | 67367.5282533283 | -2901.52825332827 |
| 185 | 54990 | 103637.262309908 | -48647.2623099077 |
| 186 | 1644 | 4019.80374410924 | -2375.80374410924 |
| 187 | 6179 | 14913.5081194588 | -8734.50811945882 |
| 188 | 3926 | 6050.67461124715 | -2124.67461124715 |
| 189 | 32755 | 50904.9873618536 | -18149.9873618536 |
| 190 | 34777 | 27255.3710317071 | 7521.62896829288 |
| 191 | 73224 | 43605.9355037755 | 29618.0644962245 |
| 192 | 27114 | 28949.3133518548 | -1835.31335185477 |
| 193 | 20760 | 27836.2869036781 | -7076.28690367808 |
| 194 | 37636 | 33090.6298448467 | 4545.3701551533 |
| 195 | 65461 | 75299.2854019233 | -9838.28540192332 |
| 196 | 30080 | 37735.0733474244 | -7655.07334742437 |
| 197 | 24094 | 33878.5183992808 | -9784.5183992808 |
| 198 | 69008 | 32711.5340838632 | 36296.4659161368 |
| 199 | 54968 | 35110.5528938485 | 19857.4471061515 |
| 200 | 46090 | 34119.9602349927 | 11970.0397650073 |
| 201 | 27507 | 34961.0810372514 | -7454.08103725137 |
| 202 | 10672 | 24501.9858508593 | -13829.9858508593 |
| 203 | 34029 | 38106.932580757 | -4077.93258075705 |
| 204 | 46300 | 47538.4516765561 | -1238.45167655608 |
| 205 | 24760 | 31788.1325917964 | -7028.1325917964 |
| 206 | 18779 | 20463.6610273426 | -1684.66102734258 |
| 207 | 21280 | 31852.6700533391 | -10572.6700533391 |
| 208 | 40662 | 50232.3800707255 | -9570.38007072554 |
| 209 | 28987 | 41315.2863585718 | -12328.2863585718 |
| 210 | 22827 | 54242.0100810616 | -31415.0100810616 |
| 211 | 18513 | 30538.4175171815 | -12025.4175171815 |
| 212 | 30594 | 36906.3996312706 | -6312.3996312706 |
| 213 | 24006 | 28506.649821685 | -4500.64982168502 |
| 214 | 27913 | 43435.7545416292 | -15522.7545416292 |
| 215 | 42744 | 22413.1482542721 | 20330.8517457279 |
| 216 | 12934 | 35780.1014027218 | -22846.1014027218 |
| 217 | 22574 | 29268.6141879342 | -6694.61418793416 |
| 218 | 41385 | 28675.9803064091 | 12709.0196935909 |
| 219 | 18653 | 33382.4292635837 | -14729.4292635837 |
| 220 | 18472 | 33900.9138213705 | -15428.9138213705 |
| 221 | 30976 | 42603.5806661254 | -11627.5806661254 |
| 222 | 63339 | 70496.9670720527 | -7157.96707205268 |
| 223 | 25568 | 39578.8453453665 | -14010.8453453665 |
| 224 | 33747 | 40979.2054792653 | -7232.20547926533 |
| 225 | 4154 | 16837.415587666 | -12683.415587666 |
| 226 | 19474 | 32824.0118155919 | -13350.0118155919 |
| 227 | 35130 | 19342.7573298275 | 15787.2426701725 |
| 228 | 39067 | 34930.1997816523 | 4136.80021834769 |
| 229 | 13310 | 20098.8746517868 | -6788.87465178685 |
| 230 | 65892 | 41574.4951321793 | 24317.5048678207 |
| 231 | 4143 | 18052.8317460731 | -13909.8317460731 |
| 232 | 28579 | 36548.9501591201 | -7969.95015912014 |
| 233 | 51776 | 46104.0458095633 | 5671.95419043668 |
| 234 | 21152 | 23933.3743494917 | -2781.37434949169 |
| 235 | 38084 | 27977.1467373775 | 10106.8532626225 |
| 236 | 27717 | 31179.9634762282 | -3462.96347622821 |
| 237 | 32928 | 38034.9211098061 | -5106.92110980611 |
| 238 | 11342 | 20369.5428301883 | -9027.54283018826 |
| 239 | 19499 | 30416.9057353072 | -10917.9057353072 |
| 240 | 16380 | 20905.9576311671 | -4525.95763116707 |
| 241 | 36874 | 30676.3113093829 | 6197.68869061707 |
| 242 | 48259 | 55512.1653793572 | -7253.16537935716 |
| 243 | 16734 | 27367.8688343202 | -10633.8688343202 |
| 244 | 28207 | 26159.8915142803 | 2047.10848571972 |
| 245 | 30143 | 33940.0580052927 | -3797.05800529266 |
| 246 | 41369 | 34870.7538253453 | 6498.24617465471 |
| 247 | 45833 | 41005.0504282406 | 4827.9495717594 |
| 248 | 29156 | 35328.5346411569 | -6172.53464115687 |
| 249 | 35944 | 22702.6333233308 | 13241.3666766692 |
| 250 | 36278 | 15305.0547644737 | 20972.9452355263 |
| 251 | 45588 | 52471.8042417043 | -6883.80424170427 |
| 252 | 45097 | 48167.2460918926 | -3070.24609189256 |
| 253 | 3895 | 7371.35368892938 | -3476.35368892938 |
| 254 | 28394 | 31394.3811360268 | -3000.38113602675 |
| 255 | 18632 | 32064.0966682578 | -13432.0966682578 |
| 256 | 2325 | 4561.20199636895 | -2236.20199636895 |
| 257 | 25139 | 20452.1685760258 | 4686.83142397419 |
| 258 | 27975 | 25456.4308580596 | 2518.56914194036 |
| 259 | 14483 | 25244.1844738417 | -10761.1844738417 |
| 260 | 13127 | 19459.6476972276 | -6332.64769722758 |
| 261 | 5839 | 8062.8134383218 | -2223.8134383218 |
| 262 | 24069 | 44098.8596055 | -20029.8596055 |
| 263 | 3738 | 7803.98643967707 | -4065.98643967707 |
| 264 | 18625 | 25714.738135534 | -7089.73813553398 |
| 265 | 36341 | 27605.4760664601 | 8735.52393353987 |
| 266 | 24548 | 34117.8820725854 | -9569.88207258542 |
| 267 | 21792 | 36052.0117455089 | -14260.0117455089 |
| 268 | 26263 | 21133.8139702571 | 5129.18602974291 |
| 269 | 23686 | 44663.6800777182 | -20977.6800777182 |
| 270 | 49303 | 34174.365078097 | 15128.634921903 |
| 271 | 25659 | 30167.1183462027 | -4508.11834620265 |
| 272 | 28904 | 33828.7092317377 | -4924.70923173768 |
| 273 | 2781 | 1815.61379893778 | 965.386201062217 |
| 274 | 29236 | 40445.1627995758 | -11209.1627995758 |
| 275 | 19546 | 22755.745317609 | -3209.74531760901 |
| 276 | 22818 | 24030.9475460674 | -1212.94754606741 |
| 277 | 32689 | 14065.1383366215 | 18623.8616633785 |
| 278 | 5752 | 8482.56416773948 | -2730.56416773948 |
| 279 | 22197 | 38920.0440854329 | -16723.0440854329 |
| 280 | 20055 | 33901.9695916609 | -13846.9695916609 |
| 281 | 25272 | 33818.4999059272 | -8546.49990592721 |
| 282 | 82206 | 21517.7822457182 | 60688.2177542818 |
| 283 | 32073 | 18760.4443389701 | 13312.5556610299 |
| 284 | 5444 | 6716.46587622894 | -1272.46587622894 |
| 285 | 20154 | 26573.1440458939 | -6419.14404589387 |
| 286 | 36944 | 21224.4994476068 | 15719.5005523932 |
| 287 | 8019 | 18393.0097101373 | -10374.0097101373 |
| 288 | 30884 | 37299.9701365844 | -6415.97013658444 |
| 289 | 19540 | 30372.8159845192 | -10832.8159845192 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 10 | 0.444192091896157 | 0.888384183792315 | 0.555807908103843 |
| 11 | 0.280249965007504 | 0.560499930015008 | 0.719750034992496 |
| 12 | 0.866081837662236 | 0.267836324675528 | 0.133918162337764 |
| 13 | 0.822841183597894 | 0.354317632804213 | 0.177158816402106 |
| 14 | 0.750240645160646 | 0.499518709678708 | 0.249759354839354 |
| 15 | 0.660700247861706 | 0.678599504276588 | 0.339299752138294 |
| 16 | 0.588272534206831 | 0.823454931586339 | 0.411727465793169 |
| 17 | 0.511317982048882 | 0.977364035902236 | 0.488682017951118 |
| 18 | 0.654026570179275 | 0.69194685964145 | 0.345973429820725 |
| 19 | 0.688761893501685 | 0.622476212996629 | 0.311238106498315 |
| 20 | 0.679766499446553 | 0.640467001106893 | 0.320233500553447 |
| 21 | 0.679203316582892 | 0.641593366834216 | 0.320796683417108 |
| 22 | 0.609499206937512 | 0.781001586124976 | 0.390500793062488 |
| 23 | 0.653967521674328 | 0.692064956651344 | 0.346032478325672 |
| 24 | 0.59936383990087 | 0.80127232019826 | 0.40063616009913 |
| 25 | 0.530703402194911 | 0.938593195610179 | 0.469296597805089 |
| 26 | 0.492017304202387 | 0.984034608404774 | 0.507982695797613 |
| 27 | 0.432833205464168 | 0.865666410928337 | 0.567166794535832 |
| 28 | 0.36946921351792 | 0.73893842703584 | 0.63053078648208 |
| 29 | 0.439039974444285 | 0.878079948888569 | 0.560960025555715 |
| 30 | 0.483757803822804 | 0.967515607645608 | 0.516242196177196 |
| 31 | 0.627753310729287 | 0.744493378541426 | 0.372246689270713 |
| 32 | 0.578571805686941 | 0.842856388626117 | 0.421428194313059 |
| 33 | 0.520182169261742 | 0.959635661476517 | 0.479817830738258 |
| 34 | 0.591639771403251 | 0.816720457193497 | 0.408360228596749 |
| 35 | 0.537163861926034 | 0.925672276147931 | 0.462836138073966 |
| 36 | 0.492912327295519 | 0.985824654591037 | 0.507087672704481 |
| 37 | 0.484081427171758 | 0.968162854343516 | 0.515918572828242 |
| 38 | 0.475363547496822 | 0.950727094993643 | 0.524636452503178 |
| 39 | 0.453891080308933 | 0.907782160617867 | 0.546108919691067 |
| 40 | 0.427622981548075 | 0.85524596309615 | 0.572377018451925 |
| 41 | 0.381944515854703 | 0.763889031709406 | 0.618055484145297 |
| 42 | 0.340234231356978 | 0.680468462713957 | 0.659765768643022 |
| 43 | 0.298019551056821 | 0.596039102113642 | 0.701980448943179 |
| 44 | 0.264112365608216 | 0.528224731216433 | 0.735887634391784 |
| 45 | 0.258295253913748 | 0.516590507827495 | 0.741704746086252 |
| 46 | 0.227122814705253 | 0.454245629410506 | 0.772877185294747 |
| 47 | 0.19605435550111 | 0.39210871100222 | 0.80394564449889 |
| 48 | 0.16535656130607 | 0.33071312261214 | 0.83464343869393 |
| 49 | 0.136469643427556 | 0.272939286855112 | 0.863530356572444 |
| 50 | 0.15884240962961 | 0.317684819259219 | 0.84115759037039 |
| 51 | 0.228524904157404 | 0.457049808314808 | 0.771475095842596 |
| 52 | 0.220359634417265 | 0.440719268834529 | 0.779640365582735 |
| 53 | 0.189515203588832 | 0.379030407177664 | 0.810484796411168 |
| 54 | 0.242854368397142 | 0.485708736794283 | 0.757145631602859 |
| 55 | 0.213806432022846 | 0.427612864045691 | 0.786193567977154 |
| 56 | 0.198776993523354 | 0.397553987046707 | 0.801223006476646 |
| 57 | 0.174189527169623 | 0.348379054339246 | 0.825810472830377 |
| 58 | 0.154614631076552 | 0.309229262153104 | 0.845385368923448 |
| 59 | 0.129733057894895 | 0.259466115789791 | 0.870266942105105 |
| 60 | 0.10903007380578 | 0.21806014761156 | 0.89096992619422 |
| 61 | 0.0903525541890578 | 0.180705108378116 | 0.909647445810942 |
| 62 | 0.105289410969046 | 0.210578821938092 | 0.894710589030954 |
| 63 | 0.101357305606783 | 0.202714611213565 | 0.898642694393217 |
| 64 | 0.0928908987958236 | 0.185781797591647 | 0.907109101204176 |
| 65 | 0.0850797659869834 | 0.170159531973967 | 0.914920234013017 |
| 66 | 0.0762686054678353 | 0.152537210935671 | 0.923731394532165 |
| 67 | 0.0664801759686223 | 0.132960351937245 | 0.933519824031378 |
| 68 | 0.0568063337080587 | 0.113612667416117 | 0.943193666291941 |
| 69 | 0.11851572091134 | 0.23703144182268 | 0.88148427908866 |
| 70 | 0.111709510219456 | 0.223419020438911 | 0.888290489780544 |
| 71 | 0.0951718026698914 | 0.190343605339783 | 0.904828197330109 |
| 72 | 0.0810689377655173 | 0.162137875531035 | 0.918931062234483 |
| 73 | 0.0877583560964232 | 0.175516712192846 | 0.912241643903577 |
| 74 | 0.138073553299729 | 0.276147106599459 | 0.861926446700271 |
| 75 | 0.130870683139714 | 0.261741366279428 | 0.869129316860286 |
| 76 | 0.131689451853097 | 0.263378903706194 | 0.868310548146903 |
| 77 | 0.119988786202726 | 0.239977572405453 | 0.880011213797274 |
| 78 | 0.111610985717098 | 0.223221971434195 | 0.888389014282902 |
| 79 | 0.0986687849280466 | 0.197337569856093 | 0.901331215071953 |
| 80 | 0.0934275620028178 | 0.186855124005636 | 0.906572437997182 |
| 81 | 0.0929781335288131 | 0.185956267057626 | 0.907021866471187 |
| 82 | 0.0811579939706707 | 0.162315987941341 | 0.91884200602933 |
| 83 | 0.0700466188429679 | 0.140093237685936 | 0.929953381157032 |
| 84 | 0.0586947461848486 | 0.117389492369697 | 0.941305253815151 |
| 85 | 0.969092842029241 | 0.0618143159415179 | 0.0309071579707589 |
| 86 | 0.964215582534278 | 0.0715688349314441 | 0.0357844174657221 |
| 87 | 0.956958257581493 | 0.0860834848370148 | 0.0430417424185074 |
| 88 | 0.950178783141462 | 0.0996424337170769 | 0.0498212168585384 |
| 89 | 0.940043150607139 | 0.119913698785722 | 0.059956849392861 |
| 90 | 0.940903241128601 | 0.118193517742798 | 0.0590967588713988 |
| 91 | 0.929560180145136 | 0.140879639709729 | 0.0704398198548643 |
| 92 | 0.925269702416639 | 0.149460595166722 | 0.0747302975833612 |
| 93 | 0.920360722150777 | 0.159278555698445 | 0.0796392778492225 |
| 94 | 0.919837342372318 | 0.160325315255364 | 0.080162657627682 |
| 95 | 0.928578178665852 | 0.142843642668296 | 0.0714218213341478 |
| 96 | 0.91836198286857 | 0.16327603426286 | 0.08163801713143 |
| 97 | 0.92621906860361 | 0.14756186279278 | 0.07378093139639 |
| 98 | 0.95482092534674 | 0.0903581493065218 | 0.0451790746532609 |
| 99 | 0.959291369005458 | 0.0814172619890841 | 0.0407086309945421 |
| 100 | 0.9522745896303 | 0.095450820739398 | 0.047725410369699 |
| 101 | 0.943661275539368 | 0.112677448921265 | 0.0563387244606325 |
| 102 | 0.945824462783705 | 0.10835107443259 | 0.0541755372162948 |
| 103 | 0.947649748705906 | 0.104700502588189 | 0.0523502512940943 |
| 104 | 0.964920610815357 | 0.0701587783692862 | 0.0350793891846431 |
| 105 | 0.976831818832173 | 0.0463363623356544 | 0.0231681811678272 |
| 106 | 0.985020913512997 | 0.0299581729740057 | 0.0149790864870029 |
| 107 | 0.984465270915109 | 0.0310694581697828 | 0.0155347290848914 |
| 108 | 0.98117916861519 | 0.0376416627696199 | 0.0188208313848099 |
| 109 | 0.989863353500972 | 0.0202732929980569 | 0.0101366464990284 |
| 110 | 0.988430918260135 | 0.0231381634797307 | 0.0115690817398654 |
| 111 | 0.986262661951865 | 0.0274746760962694 | 0.0137373380481347 |
| 112 | 0.984131305853552 | 0.0317373882928957 | 0.0158686941464478 |
| 113 | 0.981785592698022 | 0.0364288146039559 | 0.0182144073019779 |
| 114 | 0.979155281074833 | 0.041689437850334 | 0.020844718925167 |
| 115 | 0.975121655291285 | 0.0497566894174309 | 0.0248783447087154 |
| 116 | 0.969643183864712 | 0.0607136322705757 | 0.0303568161352879 |
| 117 | 0.965347902071814 | 0.0693041958563714 | 0.0346520979281857 |
| 118 | 0.963064576374887 | 0.0738708472502268 | 0.0369354236251134 |
| 119 | 0.99988833304887 | 0.000223333902259431 | 0.000111666951129715 |
| 120 | 0.999845666208823 | 0.000308667582354764 | 0.000154333791177382 |
| 121 | 0.999803639600892 | 0.000392720798216451 | 0.000196360399108226 |
| 122 | 0.999742813947076 | 0.000514372105847093 | 0.000257186052923547 |
| 123 | 0.999688784041112 | 0.000622431917775487 | 0.000311215958887744 |
| 124 | 0.999993213460638 | 1.35730787245855e-05 | 6.78653936229273e-06 |
| 125 | 0.999993908452221 | 1.21830955577735e-05 | 6.09154777888676e-06 |
| 126 | 0.999991998456648 | 1.60030867043708e-05 | 8.00154335218539e-06 |
| 127 | 0.999989187583717 | 2.16248325653219e-05 | 1.0812416282661e-05 |
| 128 | 0.999984498065516 | 3.10038689684834e-05 | 1.55019344842417e-05 |
| 129 | 0.99997823311206 | 4.35337758807318e-05 | 2.17668879403659e-05 |
| 130 | 0.999969665061718 | 6.06698765642539e-05 | 3.0334938282127e-05 |
| 131 | 0.99995671255 | 8.65748999992038e-05 | 4.32874499996019e-05 |
| 132 | 0.999943330328732 | 0.000113339342535328 | 5.6669671267664e-05 |
| 133 | 0.999921205123857 | 0.00015758975228546 | 7.879487614273e-05 |
| 134 | 0.999915564265228 | 0.00016887146954399 | 8.44357347719952e-05 |
| 135 | 0.999932655950852 | 0.000134688098295 | 6.73440491475e-05 |
| 136 | 0.999958070239294 | 8.38595214115548e-05 | 4.19297607057774e-05 |
| 137 | 0.999942179656675 | 0.000115640686650503 | 5.78203433252516e-05 |
| 138 | 0.999953651366092 | 9.26972678153317e-05 | 4.63486339076659e-05 |
| 139 | 0.99996668008365 | 6.66398326996423e-05 | 3.33199163498211e-05 |
| 140 | 0.999953360307335 | 9.32793853302751e-05 | 4.66396926651376e-05 |
| 141 | 0.999940022672081 | 0.000119954655838275 | 5.99773279191376e-05 |
| 142 | 0.999922817147764 | 0.000154365704471369 | 7.71828522356845e-05 |
| 143 | 0.999899589550478 | 0.000200820899045023 | 0.000100410449522512 |
| 144 | 0.999929343292182 | 0.000141313415636585 | 7.06567078182927e-05 |
| 145 | 0.999945289567334 | 0.000109420865332252 | 5.47104326661262e-05 |
| 146 | 0.999923686660546 | 0.000152626678907284 | 7.63133394536418e-05 |
| 147 | 0.99996496837182 | 7.00632563605116e-05 | 3.50316281802558e-05 |
| 148 | 0.999992657362374 | 1.46852752514578e-05 | 7.3426376257289e-06 |
| 149 | 0.999989566535244 | 2.0866929511458e-05 | 1.0433464755729e-05 |
| 150 | 0.999985844576807 | 2.83108463863271e-05 | 1.41554231931636e-05 |
| 151 | 0.999986730859124 | 2.65382817526558e-05 | 1.32691408763279e-05 |
| 152 | 0.999981836548045 | 3.63269039091686e-05 | 1.81634519545843e-05 |
| 153 | 0.999973786525727 | 5.24269485470109e-05 | 2.62134742735055e-05 |
| 154 | 0.999983993691926 | 3.20126161484571e-05 | 1.60063080742286e-05 |
| 155 | 0.999986335618982 | 2.73287620352102e-05 | 1.36643810176051e-05 |
| 156 | 0.999999745540922 | 5.08918155737496e-07 | 2.54459077868748e-07 |
| 157 | 0.999999647946185 | 7.04107629053855e-07 | 3.52053814526928e-07 |
| 158 | 0.99999947541082 | 1.04917836112371e-06 | 5.24589180561857e-07 |
| 159 | 0.999999200406262 | 1.59918747673047e-06 | 7.99593738365235e-07 |
| 160 | 0.999998959535377 | 2.08092924701749e-06 | 1.04046462350875e-06 |
| 161 | 0.999998487843357 | 3.02431328633704e-06 | 1.51215664316852e-06 |
| 162 | 0.99999999546017 | 9.0796613147469e-09 | 4.53983065737345e-09 |
| 163 | 0.999999993348717 | 1.33025652218604e-08 | 6.65128261093022e-09 |
| 164 | 0.999999995334744 | 9.33051269791225e-09 | 4.66525634895612e-09 |
| 165 | 0.99999999245138 | 1.50972378686232e-08 | 7.54861893431162e-09 |
| 166 | 0.999999993538334 | 1.29233315908464e-08 | 6.46166579542319e-09 |
| 167 | 0.999999994750793 | 1.04984145275802e-08 | 5.24920726379008e-09 |
| 168 | 0.999999999286432 | 1.42713606914166e-09 | 7.13568034570831e-10 |
| 169 | 0.999999999250153 | 1.49969348039949e-09 | 7.49846740199746e-10 |
| 170 | 0.999999999600339 | 7.99322243436856e-10 | 3.99661121718428e-10 |
| 171 | 0.999999999421926 | 1.15614731587111e-09 | 5.78073657935553e-10 |
| 172 | 0.99999999913505 | 1.72989914940694e-09 | 8.6494957470347e-10 |
| 173 | 0.999999998536807 | 2.9263855739608e-09 | 1.4631927869804e-09 |
| 174 | 0.999999997444504 | 5.11099192491773e-09 | 2.55549596245886e-09 |
| 175 | 0.999999999100204 | 1.79959286172201e-09 | 8.99796430861006e-10 |
| 176 | 0.999999998870652 | 2.25869510775896e-09 | 1.12934755387948e-09 |
| 177 | 0.999999999974137 | 5.17251463008586e-11 | 2.58625731504293e-11 |
| 178 | 0.99999999995922 | 8.15594072577585e-11 | 4.07797036288792e-11 |
| 179 | 0.999999999997762 | 4.47584967153355e-12 | 2.23792483576677e-12 |
| 180 | 0.999999999996752 | 6.49569140404676e-12 | 3.24784570202338e-12 |
| 181 | 0.999999999995003 | 9.99447608217774e-12 | 4.99723804108887e-12 |
| 182 | 0.999999999994652 | 1.06951224962575e-11 | 5.34756124812876e-12 |
| 183 | 0.999999999989711 | 2.05772093640966e-11 | 1.02886046820483e-11 |
| 184 | 0.999999999982894 | 3.42117212433701e-11 | 1.71058606216851e-11 |
| 185 | 0.999999999996856 | 6.28823795815955e-12 | 3.14411897907978e-12 |
| 186 | 0.99999999999394 | 1.21218048995032e-11 | 6.06090244975159e-12 |
| 187 | 0.999999999990574 | 1.8852245047652e-11 | 9.426122523826e-12 |
| 188 | 0.999999999982133 | 3.57337497113489e-11 | 1.78668748556745e-11 |
| 189 | 0.999999999979362 | 4.12770484625868e-11 | 2.06385242312934e-11 |
| 190 | 0.999999999963306 | 7.33888205035952e-11 | 3.66944102517976e-11 |
| 191 | 0.999999999993297 | 1.34064198864038e-11 | 6.7032099432019e-12 |
| 192 | 0.999999999987122 | 2.57566490598986e-11 | 1.28783245299493e-11 |
| 193 | 0.999999999977271 | 4.5457313519327e-11 | 2.27286567596635e-11 |
| 194 | 0.999999999959297 | 8.1406451275359e-11 | 4.07032256376795e-11 |
| 195 | 0.999999999929612 | 1.40776297886234e-10 | 7.03881489431172e-11 |
| 196 | 0.999999999868665 | 2.62669902969288e-10 | 1.31334951484644e-10 |
| 197 | 0.999999999780203 | 4.39592948340951e-10 | 2.19796474170475e-10 |
| 198 | 0.99999999999208 | 1.58418119724264e-11 | 7.9209059862132e-12 |
| 199 | 0.999999999994168 | 1.1663794654775e-11 | 5.83189732738748e-12 |
| 200 | 0.999999999995774 | 8.45145629262593e-12 | 4.22572814631297e-12 |
| 201 | 0.999999999991522 | 1.69555932600801e-11 | 8.47779663004007e-12 |
| 202 | 0.99999999998744 | 2.5119320829324e-11 | 1.2559660414662e-11 |
| 203 | 0.999999999974658 | 5.06839104890247e-11 | 2.53419552445124e-11 |
| 204 | 0.999999999953673 | 9.26548112852386e-11 | 4.63274056426193e-11 |
| 205 | 0.999999999921592 | 1.56816125132319e-10 | 7.84080625661593e-11 |
| 206 | 0.999999999845521 | 3.0895744504113e-10 | 1.54478722520565e-10 |
| 207 | 0.999999999729596 | 5.4080784153257e-10 | 2.70403920766285e-10 |
| 208 | 0.999999999491335 | 1.01733044794404e-09 | 5.08665223972022e-10 |
| 209 | 0.999999999146435 | 1.70712999349452e-09 | 8.53564996747259e-10 |
| 210 | 0.99999999941406 | 1.17188193699048e-09 | 5.85940968495242e-10 |
| 211 | 0.999999999222372 | 1.55525579019509e-09 | 7.77627895097547e-10 |
| 212 | 0.999999998499737 | 3.00052588026762e-09 | 1.50026294013381e-09 |
| 213 | 0.999999997089044 | 5.82191138037854e-09 | 2.91095569018927e-09 |
| 214 | 0.999999994945863 | 1.01082734572221e-08 | 5.05413672861105e-09 |
| 215 | 0.999999995267505 | 9.4649895897789e-09 | 4.73249479488945e-09 |
| 216 | 0.9999999951992 | 9.60159894458198e-09 | 4.80079947229099e-09 |
| 217 | 0.999999991684465 | 1.66310692715121e-08 | 8.31553463575603e-09 |
| 218 | 0.99999999040032 | 1.91993601209026e-08 | 9.5996800604513e-09 |
| 219 | 0.999999985566541 | 2.88669175287971e-08 | 1.44334587643985e-08 |
| 220 | 0.999999978776797 | 4.24464053102322e-08 | 2.12232026551161e-08 |
| 221 | 0.999999962934978 | 7.41300450757338e-08 | 3.70650225378669e-08 |
| 222 | 0.999999933147173 | 1.3370565468561e-07 | 6.68528273428052e-08 |
| 223 | 0.999999937245088 | 1.25509823770927e-07 | 6.27549118854637e-08 |
| 224 | 0.999999883418246 | 2.33163508265372e-07 | 1.16581754132686e-07 |
| 225 | 0.999999828120382 | 3.43759235808911e-07 | 1.71879617904456e-07 |
| 226 | 0.999999890587048 | 2.18825903959355e-07 | 1.09412951979677e-07 |
| 227 | 0.999999865265215 | 2.69469570797901e-07 | 1.3473478539895e-07 |
| 228 | 0.99999977803541 | 4.43929181559368e-07 | 2.21964590779684e-07 |
| 229 | 0.99999974160098 | 5.16798040585751e-07 | 2.58399020292876e-07 |
| 230 | 0.999999906401053 | 1.87197894579897e-07 | 9.35989472899483e-08 |
| 231 | 0.999999874385905 | 2.51228189033346e-07 | 1.25614094516673e-07 |
| 232 | 0.999999772036552 | 4.5592689678973e-07 | 2.27963448394865e-07 |
| 233 | 0.999999606896019 | 7.86207962010701e-07 | 3.93103981005351e-07 |
| 234 | 0.999999248698385 | 1.5026032296124e-06 | 7.51301614806202e-07 |
| 235 | 0.999998848860954 | 2.30227809155761e-06 | 1.15113904577881e-06 |
| 236 | 0.999997894112277 | 4.21177544588579e-06 | 2.10588772294289e-06 |
| 237 | 0.999996185728292 | 7.62854341615714e-06 | 3.81427170807857e-06 |
| 238 | 0.999994798537995 | 1.04029240106306e-05 | 5.20146200531531e-06 |
| 239 | 0.99999325531078 | 1.34893784401192e-05 | 6.74468922005958e-06 |
| 240 | 0.999987961434613 | 2.40771307735157e-05 | 1.20385653867578e-05 |
| 241 | 0.999978712299756 | 4.25754004878232e-05 | 2.12877002439116e-05 |
| 242 | 0.999963596984523 | 7.28060309534084e-05 | 3.64030154767042e-05 |
| 243 | 0.999942444933205 | 0.000115110133589401 | 5.75550667947007e-05 |
| 244 | 0.999904341890012 | 0.000191316219975106 | 9.5658109987553e-05 |
| 245 | 0.999834649946173 | 0.000330700107654751 | 0.000165350053827376 |
| 246 | 0.999735548110823 | 0.000528903778353898 | 0.000264451889176949 |
| 247 | 0.999571086391771 | 0.00085782721645726 | 0.00042891360822863 |
| 248 | 0.999289031093335 | 0.0014219378133292 | 0.000710968906664602 |
| 249 | 0.99907410141709 | 0.00185179716581896 | 0.000925898582909481 |
| 250 | 0.999174842387102 | 0.00165031522579534 | 0.00082515761289767 |
| 251 | 0.998653514061608 | 0.00269297187678367 | 0.00134648593839183 |
| 252 | 0.998088976188195 | 0.00382204762361073 | 0.00191102381180537 |
| 253 | 0.996938560631847 | 0.00612287873630518 | 0.00306143936815259 |
| 254 | 0.9951240849364 | 0.00975183012719978 | 0.00487591506359989 |
| 255 | 0.99396435557006 | 0.012071288859881 | 0.00603564442994052 |
| 256 | 0.991529934610874 | 0.0169401307782529 | 0.00847006538912645 |
| 257 | 0.987788506451832 | 0.0244229870963361 | 0.0122114935481681 |
| 258 | 0.981395763920052 | 0.0372084721598954 | 0.0186042360799477 |
| 259 | 0.97370546104996 | 0.0525890779000795 | 0.0262945389500397 |
| 260 | 0.961648508131049 | 0.0767029837379025 | 0.0383514918689513 |
| 261 | 0.961658533384426 | 0.0766829332311474 | 0.0383414666155737 |
| 262 | 0.945182849946864 | 0.109634300106272 | 0.054817150053136 |
| 263 | 0.928819336463563 | 0.142361327072874 | 0.071180663536437 |
| 264 | 0.906451372107702 | 0.187097255784596 | 0.093548627892298 |
| 265 | 0.892645740920672 | 0.214708518158657 | 0.107354259079328 |
| 266 | 0.858827068479617 | 0.282345863040766 | 0.141172931520383 |
| 267 | 0.820289178326193 | 0.359421643347613 | 0.179710821673807 |
| 268 | 0.762177519971429 | 0.475644960057143 | 0.237822480028571 |
| 269 | 0.70113977179121 | 0.597720456417579 | 0.298860228208789 |
| 270 | 0.650781732975095 | 0.69843653404981 | 0.349218267024905 |
| 271 | 0.602021520109723 | 0.795956959780555 | 0.397978479890277 |
| 272 | 0.516002335507779 | 0.967995328984443 | 0.483997664492221 |
| 273 | 0.467827642552676 | 0.935655285105352 | 0.532172357447324 |
| 274 | 0.370151122729831 | 0.740302245459661 | 0.62984887727017 |
| 275 | 0.275385862879014 | 0.550771725758029 | 0.724614137120986 |
| 276 | 0.202203891668185 | 0.40440778333637 | 0.797796108331815 |
| 277 | 0.142577267063189 | 0.285154534126378 | 0.857422732936811 |
| 278 | 0.0863008861374866 | 0.172601772274973 | 0.913699113862513 |
| 279 | 0.0518452598411156 | 0.103690519682231 | 0.948154740158884 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 136 | 0.503703703703704 | NOK |
| 5% type I error level | 151 | 0.559259259259259 | NOK |
| 10% type I error level | 165 | 0.611111111111111 | NOK |
