| Multiple Linear Regression - Estimated Regression Equation |
| time_in_rfc[t] = -10951.2956510202 + 511.495392718109months[t] + 5.88841366293939pageviews[t] + 173.146068514387logins[t] + 112.119350898919compendium_views_info[t] + 14.8637514355731compendium_views_pr[t] -184.601599163686shared_compendiums[t] + 38.8141419849224blogged_computations[t] -898.04047408184compendiums_reviewed[t] + 372.01041184416feedback_messages_p1[t] + 187.761280839286feedback_messages_p120[t] -0.0988373354199493totsize[t] -0.813345053590217totrevisions[t] + 0.860948276288122totseconds[t] + 101.361266027476tothyperlinks[t] -91.2972497342494`totblogs\r`[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) | -10951.2956510202 | 22630.039919 | -0.4839 | 0.628825 | 0.314413 |
| months | 511.495392718109 | 2069.361859 | 0.2472 | 0.804958 | 0.402479 |
| pageviews | 5.88841366293939 | 8.17143 | 0.7206 | 0.471766 | 0.235883 |
| logins | 173.146068514387 | 61.127236 | 2.8326 | 0.004962 | 0.002481 |
| compendium_views_info | 112.119350898919 | 17.484239 | 6.4126 | 0 | 0 |
| compendium_views_pr | 14.8637514355731 | 33.170496 | 0.4481 | 0.654435 | 0.327218 |
| shared_compendiums | -184.601599163686 | 564.227375 | -0.3272 | 0.743786 | 0.371893 |
| blogged_computations | 38.8141419849224 | 92.417474 | 0.42 | 0.674825 | 0.337413 |
| compendiums_reviewed | -898.04047408184 | 701.209862 | -1.2807 | 0.201386 | 0.100693 |
| feedback_messages_p1 | 372.01041184416 | 211.031981 | 1.7628 | 0.07905 | 0.039525 |
| feedback_messages_p120 | 187.761280839286 | 104.186949 | 1.8022 | 0.072624 | 0.036312 |
| totsize | -0.0988373354199493 | 0.064854 | -1.524 | 0.128668 | 0.064334 |
| totrevisions | -0.813345053590217 | 0.319117 | -2.5487 | 0.011359 | 0.00568 |
| totseconds | 0.860948276288122 | 0.072037 | 11.9515 | 0 | 0 |
| tothyperlinks | 101.361266027476 | 437.461468 | 0.2317 | 0.816942 | 0.408471 |
| `totblogs\r` | -91.2972497342494 | 453.411492 | -0.2014 | 0.84057 | 0.420285 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.966923616973006 |
| R-squared | 0.934941281060161 |
| Adjusted R-squared | 0.931366626173356 |
| F-TEST (value) | 261.547285169106 |
| F-TEST (DF numerator) | 15 |
| F-TEST (DF denominator) | 273 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 21571.2544684416 |
| Sum Squared Residuals | 127032092280.437 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 210907 | 189832.27350726 | 21074.7264927399 |
| 2 | 120982 | 141501.783062223 | -20519.7830622232 |
| 3 | 176508 | 168637.941139624 | 7870.05886037602 |
| 4 | 179321 | 220328.023305593 | -41007.0233055934 |
| 5 | 123185 | 111674.566240181 | 11510.4337598191 |
| 6 | 52746 | 66931.5363787526 | -14185.5363787526 |
| 7 | 385534 | 371230.972026735 | 14303.0279732647 |
| 8 | 33170 | 27420.3932241672 | 5749.60677583283 |
| 9 | 101645 | 81714.295443153 | 19930.704556847 |
| 10 | 149061 | 166945.44715555 | -17884.4471555495 |
| 11 | 165446 | 147635.869085014 | 17810.1309149861 |
| 12 | 237213 | 240165.13157163 | -2952.13157162963 |
| 13 | 173326 | 167598.614930824 | 5727.38506917588 |
| 14 | 133131 | 136647.215484987 | -3516.21548498702 |
| 15 | 258873 | 218410.330926207 | 40462.6690737927 |
| 16 | 180083 | 172898.156403941 | 7184.8435960589 |
| 17 | 324799 | 368368.802020331 | -43569.8020203314 |
| 18 | 230964 | 206527.620182864 | 24436.3798171359 |
| 19 | 236785 | 229092.447796109 | 7692.55220389149 |
| 20 | 135473 | 133469.343623704 | 2003.6563762962 |
| 21 | 202925 | 196509.854868954 | 6415.14513104625 |
| 22 | 215147 | 199293.907914967 | 15853.0920850329 |
| 23 | 344297 | 257018.040023132 | 87278.9599768676 |
| 24 | 153935 | 146289.77590777 | 7645.2240922296 |
| 25 | 132943 | 154887.956667932 | -21944.9566679317 |
| 26 | 174724 | 226365.549554785 | -51641.5495547851 |
| 27 | 174415 | 212180.03823443 | -37765.0382344301 |
| 28 | 225548 | 255430.449083089 | -29882.4490830889 |
| 29 | 223632 | 206157.027282525 | 17474.9727174752 |
| 30 | 124817 | 128837.259058382 | -4020.25905838241 |
| 31 | 221698 | 267840.398952304 | -46142.3989523038 |
| 32 | 210767 | 218921.993801587 | -8154.99380158656 |
| 33 | 170266 | 175550.086988119 | -5284.08698811852 |
| 34 | 260561 | 255190.899841444 | 5370.10015855552 |
| 35 | 84853 | 85388.9156252232 | -535.91562522319 |
| 36 | 294424 | 291148.019864268 | 3275.98013573245 |
| 37 | 101011 | 96000.2684176394 | 5010.73158236056 |
| 38 | 215641 | 207853.659250497 | 7787.34074950272 |
| 39 | 325107 | 288364.927589582 | 36742.0724104185 |
| 40 | 7176 | 6583.78593319639 | 592.214066803613 |
| 41 | 167542 | 157398.080842558 | 10143.9191574419 |
| 42 | 106408 | 83548.3438856408 | 22859.6561143592 |
| 43 | 96560 | 108327.458109482 | -11767.4581094818 |
| 44 | 265769 | 269769.114688636 | -4000.1146886358 |
| 45 | 269651 | 279623.745511277 | -9972.74551127696 |
| 46 | 149112 | 150054.504692811 | -942.504692810707 |
| 47 | 175824 | 189045.562470828 | -13221.5624708282 |
| 48 | 152871 | 169810.789125928 | -16939.7891259285 |
| 49 | 111665 | 101436.846224498 | 10228.1537755024 |
| 50 | 116408 | 169183.293332158 | -52775.2933321575 |
| 51 | 362301 | 322206.45609078 | 40094.5439092204 |
| 52 | 78800 | 103670.764635863 | -24870.7646358629 |
| 53 | 183167 | 187629.647031037 | -4462.64703103728 |
| 54 | 277965 | 322468.805059133 | -44503.8050591329 |
| 55 | 150629 | 188639.919256093 | -38010.9192560927 |
| 56 | 168809 | 191712.909472264 | -22903.9094722637 |
| 57 | 24188 | 38212.0453806306 | -14024.0453806306 |
| 58 | 329267 | 296292.905378795 | 32974.0946212054 |
| 59 | 65029 | 65670.7335983901 | -641.733598390092 |
| 60 | 101097 | 110957.030803782 | -9860.03080378165 |
| 61 | 218946 | 209859.172132797 | 9086.82786720346 |
| 62 | 244052 | 241006.697411149 | 3045.30258885086 |
| 63 | 341570 | 337210.328860103 | 4359.67113989687 |
| 64 | 103597 | 99597.5705220028 | 3999.42947799719 |
| 65 | 233328 | 265839.766429624 | -32511.7664296243 |
| 66 | 256462 | 271113.021082367 | -14651.0210823667 |
| 67 | 206161 | 157930.185032586 | 48230.8149674143 |
| 68 | 311473 | 323072.601831231 | -11599.6018312309 |
| 69 | 235800 | 263722.543254482 | -27922.5432544822 |
| 70 | 177939 | 204727.281877977 | -26788.281877977 |
| 71 | 207176 | 194843.70150444 | 12332.29849556 |
| 72 | 196553 | 181457.851151687 | 15095.1488483128 |
| 73 | 174184 | 165328.268555469 | 8855.73144453144 |
| 74 | 143246 | 148056.071693338 | -4810.07169333764 |
| 75 | 187559 | 220464.586826021 | -32905.5868260206 |
| 76 | 187681 | 181072.230233468 | 6608.76976653221 |
| 77 | 119016 | 134402.286810797 | -15386.2868107965 |
| 78 | 182192 | 194145.622665524 | -11953.6226655243 |
| 79 | 73566 | 88788.0815412735 | -15222.0815412735 |
| 80 | 194979 | 191963.54609595 | 3015.45390405032 |
| 81 | 167488 | 156754.388462515 | 10733.6115374852 |
| 82 | 143756 | 153698.200608815 | -9942.20060881486 |
| 83 | 275541 | 204968.565799032 | 70572.4342009682 |
| 84 | 243199 | 226903.874496661 | 16295.1255033388 |
| 85 | 182999 | 183945.58346429 | -946.583464290071 |
| 86 | 135649 | 141057.988963114 | -5408.98896311413 |
| 87 | 152299 | 150308.833532284 | 1990.16646771581 |
| 88 | 120221 | 132916.787429097 | -12695.7874290974 |
| 89 | 346485 | 271272.153147978 | 75212.8468520218 |
| 90 | 145790 | 164950.728882137 | -19160.728882137 |
| 91 | 193339 | 156125.757295086 | 37213.2427049139 |
| 92 | 80953 | 99968.8179789344 | -19015.8179789344 |
| 93 | 122774 | 136303.064777935 | -13529.0647779345 |
| 94 | 130585 | 111675.030701976 | 18909.9692980237 |
| 95 | 112611 | 103041.45770338 | 9569.54229661983 |
| 96 | 286468 | 277302.573941471 | 9165.42605852947 |
| 97 | 241066 | 223727.822427679 | 17338.1775723208 |
| 98 | 148446 | 200463.666186244 | -52017.6661862437 |
| 99 | 204713 | 186736.206738236 | 17976.793261764 |
| 100 | 182079 | 175236.759547709 | 6842.2404522905 |
| 101 | 140344 | 143208.692541536 | -2864.69254153569 |
| 102 | 220516 | 216256.192350499 | 4259.8076495007 |
| 103 | 243060 | 210433.535722261 | 32626.4642777387 |
| 104 | 162765 | 150317.232821327 | 12447.7671786733 |
| 105 | 182613 | 176472.199278294 | 6140.800721706 |
| 106 | 232138 | 234967.917065516 | -2829.9170655165 |
| 107 | 265318 | 295994.854552669 | -30676.854552669 |
| 108 | 85574 | 86621.7381717911 | -1047.73817179111 |
| 109 | 310839 | 300911.718576021 | 9927.28142397862 |
| 110 | 225060 | 200337.747623107 | 24722.2523768927 |
| 111 | 232317 | 249011.35109983 | -16694.35109983 |
| 112 | 144966 | 152496.8967057 | -7530.89670569967 |
| 113 | 43287 | 52941.4248560254 | -9654.42485602538 |
| 114 | 155754 | 151718.317746306 | 4035.68225369357 |
| 115 | 164709 | 179370.891094752 | -14661.8910947518 |
| 116 | 201940 | 211551.556760118 | -9611.55676011824 |
| 117 | 235454 | 229828.036438621 | 5625.9635613795 |
| 118 | 220801 | 185931.844357742 | 34869.1556422576 |
| 119 | 99466 | 161420.04444496 | -61954.0444449599 |
| 120 | 92661 | 101402.194674261 | -8741.19467426087 |
| 121 | 133328 | 132340.735519449 | 987.26448055132 |
| 122 | 61361 | 89404.5818848671 | -28043.5818848671 |
| 123 | 125930 | 154873.31006947 | -28943.3100694699 |
| 124 | 100750 | 139098.963484371 | -38348.9634843706 |
| 125 | 224549 | 199822.191703638 | 24726.8082963618 |
| 126 | 82316 | 73369.6791142246 | 8946.32088577543 |
| 127 | 102010 | 95401.6674761951 | 6608.33252380488 |
| 128 | 101523 | 100248.199960662 | 1274.80003933751 |
| 129 | 243511 | 196398.247307137 | 47112.7526928628 |
| 130 | 22938 | 19995.8566651045 | 2942.14333489553 |
| 131 | 41566 | 41105.6858117659 | 460.314188234068 |
| 132 | 152474 | 165933.428147922 | -13459.4281479224 |
| 133 | 61857 | 47428.9727523584 | 14428.0272476416 |
| 134 | 99923 | 137286.258199196 | -37363.2581991964 |
| 135 | 132487 | 137352.157165068 | -4865.15716506773 |
| 136 | 317394 | 323766.614828986 | -6372.61482898559 |
| 137 | 21054 | 21149.259762857 | -95.2597628569918 |
| 138 | 209641 | 197373.565185724 | 12267.4348142761 |
| 139 | 22648 | 33877.7846302176 | -11229.7846302176 |
| 140 | 31414 | 34432.1099201922 | -3018.10992019223 |
| 141 | 46698 | 64709.022254342 | -18011.022254342 |
| 142 | 131698 | 143007.119220747 | -11309.1192207469 |
| 143 | 91735 | 76642.5362802294 | 15092.4637197706 |
| 144 | 244749 | 278102.2368392 | -33353.2368392 |
| 145 | 184510 | 153736.188539044 | 30773.811460956 |
| 146 | 79863 | 87271.1329463148 | -7408.13294631476 |
| 147 | 128423 | 102693.870658165 | 25729.1293418353 |
| 148 | 97839 | 112789.369836052 | -14950.369836052 |
| 149 | 38214 | 52334.0385886833 | -14120.0385886833 |
| 150 | 151101 | 146212.571737975 | 4888.42826202505 |
| 151 | 272458 | 248518.075741129 | 23939.924258871 |
| 152 | 172494 | 177999.888110442 | -5505.88811044209 |
| 153 | 108043 | 114151.886456527 | -6108.88645652745 |
| 154 | 328107 | 330168.464176226 | -2061.46417622639 |
| 155 | 250579 | 281819.42271817 | -31240.4227181696 |
| 156 | 351067 | 333667.724254701 | 17399.2757452991 |
| 157 | 158015 | 155445.800232659 | 2569.19976734121 |
| 158 | 98866 | 86679.531502614 | 12186.468497386 |
| 159 | 85439 | 110135.366805853 | -24696.3668058533 |
| 160 | 229242 | 218836.32251813 | 10405.6774818698 |
| 161 | 351619 | 352575.959962256 | -956.959962255972 |
| 162 | 84207 | 73320.860260735 | 10886.139739265 |
| 163 | 120445 | 122075.750984274 | -1630.75098427391 |
| 164 | 324598 | 303226.171651512 | 21371.8283484879 |
| 165 | 131069 | 144806.947854177 | -13737.9478541773 |
| 166 | 204271 | 188957.845891451 | 15313.1541085485 |
| 167 | 165543 | 178335.74063664 | -12792.7406366404 |
| 168 | 141722 | 116854.760670549 | 24867.2393294512 |
| 169 | 116048 | 113858.618467606 | 2189.38153239372 |
| 170 | 250047 | 176740.369038243 | 73306.6309617567 |
| 171 | 299775 | 290689.10428302 | 9085.89571698029 |
| 172 | 195838 | 185117.248949069 | 10720.7510509308 |
| 173 | 173260 | 127770.70505127 | 45489.2949487298 |
| 174 | 254488 | 223715.211693644 | 30772.7883063556 |
| 175 | 104389 | 142554.235657493 | -38165.2356574926 |
| 176 | 136084 | 138733.908523797 | -2649.90852379718 |
| 177 | 199476 | 224433.271424032 | -24957.2714240321 |
| 178 | 92499 | 79645.6015482786 | 12853.3984517214 |
| 179 | 224330 | 223187.322257703 | 1142.67774229733 |
| 180 | 135781 | 108379.341494807 | 27401.6585051927 |
| 181 | 74408 | 85545.751020155 | -11137.751020155 |
| 182 | 81240 | 103633.189886815 | -22393.1898868154 |
| 183 | 14688 | 11422.0088997685 | 3265.99110023149 |
| 184 | 181633 | 168619.95587551 | 13013.0441244897 |
| 185 | 271856 | 271486.57965265 | 369.420347349526 |
| 186 | 7199 | 7587.4711436271 | -388.471143627101 |
| 187 | 46660 | 49896.4410015173 | -3236.44100151729 |
| 188 | 17547 | 9065.28650489949 | 8481.71349510051 |
| 189 | 133368 | 138360.985709645 | -4992.98570964449 |
| 190 | 95227 | 63806.1220181448 | 31420.8779818552 |
| 191 | 152601 | 106665.009550923 | 45935.9904490766 |
| 192 | 98146 | 96453.1499857767 | 1692.85001422329 |
| 193 | 79619 | 89455.546388809 | -9836.54638880903 |
| 194 | 59194 | 73680.9772560942 | -14486.9772560942 |
| 195 | 139942 | 160648.785985715 | -20706.7859857154 |
| 196 | 118612 | 107585.881460876 | 11026.118539124 |
| 197 | 72880 | 87367.2868769645 | -14487.2868769645 |
| 198 | 65475 | 62300.5297458289 | 3174.47025417107 |
| 199 | 99643 | 121927.743060681 | -22284.7430606806 |
| 200 | 71965 | 69175.9677649635 | 2789.03223503654 |
| 201 | 77272 | 72160.9144596388 | 5111.08554036122 |
| 202 | 49289 | 42778.6124357301 | 6510.38756426987 |
| 203 | 135131 | 112530.37007813 | 22600.6299218703 |
| 204 | 108446 | 113163.97840237 | -4717.97840236963 |
| 205 | 89746 | 113295.937546345 | -23549.9375463454 |
| 206 | 44296 | 48243.5888848629 | -3947.58888486291 |
| 207 | 77648 | 73959.9595555878 | 3688.04044441223 |
| 208 | 181528 | 148824.327053529 | 32703.6729464706 |
| 209 | 134019 | 111347.686415048 | 22671.313584952 |
| 210 | 124064 | 127665.131894394 | -3601.13189439415 |
| 211 | 92630 | 93297.5353371916 | -667.535337191645 |
| 212 | 121848 | 90898.8616598336 | 30949.1383401664 |
| 213 | 52915 | 52462.0420874815 | 452.957912518491 |
| 214 | 81872 | 84597.6981209015 | -2725.69812090146 |
| 215 | 58981 | 75228.1892570224 | -16247.1892570224 |
| 216 | 53515 | 68108.6814396305 | -14593.6814396305 |
| 217 | 60812 | 90723.1198545551 | -29911.1198545551 |
| 218 | 56375 | 63783.4927772445 | -7408.49277724451 |
| 219 | 65490 | 71793.8982641111 | -6303.89826411108 |
| 220 | 80949 | 66351.6598622197 | 14597.3401377803 |
| 221 | 76302 | 93142.2141601066 | -16840.2141601066 |
| 222 | 104011 | 148241.572955207 | -44230.5729552074 |
| 223 | 98104 | 138908.239146876 | -40804.2391468757 |
| 224 | 67989 | 72127.7712674511 | -4138.77126745105 |
| 225 | 30989 | 29884.0748503635 | 1104.9251496365 |
| 226 | 135458 | 133263.618275391 | 2194.38172460868 |
| 227 | 73504 | 61425.2915822326 | 12078.7084177674 |
| 228 | 63123 | 79911.51807337 | -16788.51807337 |
| 229 | 61254 | 67342.0817416591 | -6088.08174165907 |
| 230 | 74914 | 97581.5221513152 | -22667.5221513152 |
| 231 | 31774 | 42406.9674832663 | -10632.9674832663 |
| 232 | 81437 | 86917.2152460776 | -5480.21524607759 |
| 233 | 87186 | 134049.34020532 | -46863.3402053203 |
| 234 | 50090 | 56289.5117143774 | -6199.51171437739 |
| 235 | 65745 | 79666.8720924883 | -13921.8720924883 |
| 236 | 56653 | 55620.1149616463 | 1032.88503835371 |
| 237 | 158399 | 109108.383966496 | 49290.6160335038 |
| 238 | 46455 | 58751.2593342178 | -12296.2593342178 |
| 239 | 73624 | 85415.8553495383 | -11791.8553495383 |
| 240 | 38395 | 51014.5219823273 | -12619.5219823273 |
| 241 | 91899 | 86636.9942624417 | 5262.00573755828 |
| 242 | 139526 | 135699.709887662 | 3826.29011233806 |
| 243 | 52164 | 59257.5521979979 | -7093.5521979979 |
| 244 | 51567 | 53267.1161339934 | -1700.11613399341 |
| 245 | 70551 | 77550.6020290661 | -6999.6020290661 |
| 246 | 84856 | 94131.6832232431 | -9275.68322324306 |
| 247 | 102538 | 118843.873971304 | -16305.8739713037 |
| 248 | 86678 | 79279.1080638602 | 7398.89193613982 |
| 249 | 85709 | 73499.6514925916 | 12209.3485074084 |
| 250 | 34662 | 43748.2925737262 | -9086.29257372616 |
| 251 | 150580 | 146646.761034811 | 3933.23896518901 |
| 252 | 99611 | 97128.7838221364 | 2482.21617786363 |
| 253 | 19349 | 13357.6880728752 | 5991.3119271248 |
| 254 | 99373 | 94366.4499952314 | 5006.55000476859 |
| 255 | 86230 | 101295.76845893 | -15065.7684589304 |
| 256 | 30837 | 26011.0262598362 | 4825.97374016379 |
| 257 | 31706 | 39611.3366006378 | -7905.33660063777 |
| 258 | 89806 | 69483.3114182993 | 20322.6885817007 |
| 259 | 62088 | 51494.6045563498 | 10593.3954436502 |
| 260 | 40151 | 38723.6359844691 | 1427.36401553094 |
| 261 | 27634 | 35643.1190903982 | -8009.11909039823 |
| 262 | 76990 | 75889.0560664966 | 1100.94393350339 |
| 263 | 37460 | 22573.1862665096 | 14886.8137334904 |
| 264 | 54157 | 53074.510750714 | 1082.489249286 |
| 265 | 49862 | 55725.8753243736 | -5863.87532437363 |
| 266 | 84337 | 80858.1321007595 | 3478.86789924052 |
| 267 | 64175 | 77291.5314334182 | -13116.5314334182 |
| 268 | 59382 | 58377.4514970372 | 1004.54850296279 |
| 269 | 119308 | 85801.4848968261 | 33506.5151031739 |
| 270 | 76702 | 83720.7513288405 | -7018.75132884053 |
| 271 | 103425 | 104270.596578231 | -845.596578231344 |
| 272 | 70344 | 67609.7486404928 | 2734.25135950724 |
| 273 | 43410 | 37017.4915350754 | 6392.50846492462 |
| 274 | 104838 | 99763.5403758473 | 5074.45962415266 |
| 275 | 62215 | 52483.7847958651 | 9731.21520413487 |
| 276 | 69304 | 69837.9911069025 | -533.991106902461 |
| 277 | 53117 | 33398.3024539273 | 19718.6975460727 |
| 278 | 19764 | 15370.7739691515 | 4393.22603084851 |
| 279 | 86680 | 94380.4393791133 | -7700.4393791133 |
| 280 | 84105 | 71507.0232858989 | 12597.9767141011 |
| 281 | 77945 | 75288.0243539105 | 2656.97564608954 |
| 282 | 89113 | 58326.3977897806 | 30786.6022102194 |
| 283 | 91005 | 79763.3855628823 | 11241.6144371177 |
| 284 | 40248 | 28701.9985787794 | 11546.0014212206 |
| 285 | 64187 | 58792.1029511563 | 5394.89704884375 |
| 286 | 50857 | 45251.0568862341 | 5605.94311376595 |
| 287 | 56613 | 48483.0665289766 | 8129.93347102344 |
| 288 | 62792 | 66885.5600646797 | -4093.56006467968 |
| 289 | 72535 | 82142.9509087187 | -9607.9509087187 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 19 | 0.75895823478431 | 0.48208353043138 | 0.24104176521569 |
| 20 | 0.728502334729193 | 0.542995330541614 | 0.271497665270807 |
| 21 | 0.697536341167865 | 0.604927317664269 | 0.302463658832135 |
| 22 | 0.763075487457523 | 0.473849025084955 | 0.236924512542477 |
| 23 | 0.956284955995011 | 0.0874300880099786 | 0.0437150440049893 |
| 24 | 0.930017099574471 | 0.139965800851059 | 0.0699829004255293 |
| 25 | 0.96133076068798 | 0.0773384786240392 | 0.0386692393120196 |
| 26 | 0.972006342388949 | 0.0559873152221014 | 0.0279936576110507 |
| 27 | 0.973543273034047 | 0.052913453931906 | 0.026456726965953 |
| 28 | 0.973914889389513 | 0.0521702212209747 | 0.0260851106104874 |
| 29 | 0.969497083764572 | 0.0610058324708569 | 0.0305029162354284 |
| 30 | 0.958936780217007 | 0.0821264395659856 | 0.0410632197829928 |
| 31 | 0.984574235972535 | 0.0308515280549302 | 0.0154257640274651 |
| 32 | 0.977594740296918 | 0.0448105194061648 | 0.0224052597030824 |
| 33 | 0.968287236661102 | 0.0634255266777954 | 0.0317127633388977 |
| 34 | 0.955734267886936 | 0.0885314642261284 | 0.0442657321130642 |
| 35 | 0.938596826175619 | 0.122806347648763 | 0.0614031738243814 |
| 36 | 0.921933627406111 | 0.156132745187779 | 0.0780663725938893 |
| 37 | 0.896718412168907 | 0.206563175662186 | 0.103281587831093 |
| 38 | 0.867109161445975 | 0.26578167710805 | 0.132890838554025 |
| 39 | 0.911340471007573 | 0.177319057984854 | 0.088659528992427 |
| 40 | 0.928457050497921 | 0.143085899004157 | 0.0715429495020786 |
| 41 | 0.908914347523741 | 0.182171304952517 | 0.0910856524762586 |
| 42 | 0.888931949798189 | 0.222136100403623 | 0.111068050201811 |
| 43 | 0.862120565110428 | 0.275758869779143 | 0.137879434889572 |
| 44 | 0.832876565749404 | 0.334246868501191 | 0.167123434250596 |
| 45 | 0.860683663497014 | 0.278632673005972 | 0.139316336502986 |
| 46 | 0.831439797663187 | 0.337120404673626 | 0.168560202336813 |
| 47 | 0.799703426791655 | 0.400593146416691 | 0.200296573208345 |
| 48 | 0.763779878307009 | 0.472440243385983 | 0.236220121692991 |
| 49 | 0.728352416133322 | 0.543295167733356 | 0.271647583866678 |
| 50 | 0.891767692556731 | 0.216464614886538 | 0.108232307443269 |
| 51 | 0.988220830771935 | 0.0235583384561302 | 0.0117791692280651 |
| 52 | 0.988033502310542 | 0.0239329953789162 | 0.0119664976894581 |
| 53 | 0.98575989206573 | 0.0284802158685404 | 0.0142401079342702 |
| 54 | 0.996038716242996 | 0.00792256751400816 | 0.00396128375700408 |
| 55 | 0.998111315654192 | 0.00377736869161527 | 0.00188868434580763 |
| 56 | 0.998295404380821 | 0.00340919123835741 | 0.0017045956191787 |
| 57 | 0.998078932355541 | 0.00384213528891701 | 0.0019210676444585 |
| 58 | 0.998346004754102 | 0.00330799049179633 | 0.00165399524589817 |
| 59 | 0.9976585355126 | 0.0046829289747993 | 0.00234146448739965 |
| 60 | 0.99713844943735 | 0.00572310112530075 | 0.00286155056265037 |
| 61 | 0.996300645960015 | 0.0073987080799699 | 0.00369935403998495 |
| 62 | 0.995191618048791 | 0.0096167639024179 | 0.00480838195120895 |
| 63 | 0.99347355331927 | 0.0130528933614601 | 0.00652644668073004 |
| 64 | 0.991217361965121 | 0.0175652760697582 | 0.0087826380348791 |
| 65 | 0.996624874382589 | 0.00675025123482239 | 0.0033751256174112 |
| 66 | 0.995890962497616 | 0.00821807500476703 | 0.00410903750238351 |
| 67 | 0.998880477414849 | 0.00223904517030107 | 0.00111952258515054 |
| 68 | 0.998584861915019 | 0.00283027616996213 | 0.00141513808498106 |
| 69 | 0.998533860655616 | 0.00293227868876878 | 0.00146613934438439 |
| 70 | 0.998604222498949 | 0.00279155500210234 | 0.00139577750105117 |
| 71 | 0.998229396151814 | 0.00354120769637124 | 0.00177060384818562 |
| 72 | 0.997789600692902 | 0.00442079861419618 | 0.00221039930709809 |
| 73 | 0.997150928580769 | 0.00569814283846135 | 0.00284907141923067 |
| 74 | 0.99615117976677 | 0.00769764046645951 | 0.00384882023322976 |
| 75 | 0.997390499056003 | 0.00521900188799341 | 0.0026095009439967 |
| 76 | 0.996722905997995 | 0.00655418800401073 | 0.00327709400200536 |
| 77 | 0.995980145351275 | 0.00803970929745097 | 0.00401985464872548 |
| 78 | 0.995237266121593 | 0.00952546775681358 | 0.00476273387840679 |
| 79 | 0.994864331529247 | 0.0102713369415058 | 0.00513566847075292 |
| 80 | 0.993250730823358 | 0.0134985383532843 | 0.00674926917664217 |
| 81 | 0.992048024936487 | 0.0159039501270255 | 0.00795197506351273 |
| 82 | 0.989990098241422 | 0.0200198035171567 | 0.0100099017585784 |
| 83 | 0.999383426150021 | 0.00123314769995755 | 0.000616573849978775 |
| 84 | 0.999229751648673 | 0.00154049670265304 | 0.000770248351326519 |
| 85 | 0.998940734290032 | 0.00211853141993659 | 0.00105926570996829 |
| 86 | 0.998574193668978 | 0.00285161266204467 | 0.00142580633102234 |
| 87 | 0.998091483275859 | 0.00381703344828277 | 0.00190851672414138 |
| 88 | 0.997786545838012 | 0.00442690832397631 | 0.00221345416198815 |
| 89 | 0.999946607265653 | 0.000106785468693082 | 5.3392734346541e-05 |
| 90 | 0.999938915181234 | 0.000122169637532571 | 6.10848187662855e-05 |
| 91 | 0.999968517270204 | 6.29654595928463e-05 | 3.14827297964232e-05 |
| 92 | 0.999971878559849 | 5.62428803012245e-05 | 2.81214401506123e-05 |
| 93 | 0.999961825251154 | 7.63494976912757e-05 | 3.81747488456378e-05 |
| 94 | 0.999957119855282 | 8.5760289435099e-05 | 4.28801447175495e-05 |
| 95 | 0.999939564870261 | 0.000120870259477019 | 6.04351297385094e-05 |
| 96 | 0.999928114791684 | 0.00014377041663279 | 7.1885208316395e-05 |
| 97 | 0.999903751738061 | 0.000192496523878613 | 9.62482619393064e-05 |
| 98 | 0.999985217041762 | 2.95659164754951e-05 | 1.47829582377476e-05 |
| 99 | 0.999981016610445 | 3.79667791106183e-05 | 1.89833895553091e-05 |
| 100 | 0.999973502929876 | 5.29941402479487e-05 | 2.64970701239743e-05 |
| 101 | 0.999961865941805 | 7.62681163898243e-05 | 3.81340581949122e-05 |
| 102 | 0.999944500487265 | 0.000110999025470094 | 5.54995127350472e-05 |
| 103 | 0.999968324768449 | 6.33504631018179e-05 | 3.1675231550909e-05 |
| 104 | 0.999958187279828 | 8.36254403449192e-05 | 4.18127201724596e-05 |
| 105 | 0.999939870785764 | 0.000120258428472568 | 6.01292142362839e-05 |
| 106 | 0.999923609212731 | 0.000152781574538382 | 7.6390787269191e-05 |
| 107 | 0.999964302660696 | 7.13946786070974e-05 | 3.56973393035487e-05 |
| 108 | 0.99994834048758 | 0.000103319024840405 | 5.16595124202025e-05 |
| 109 | 0.999930783273361 | 0.000138433453277692 | 6.92167266388459e-05 |
| 110 | 0.999926208879413 | 0.00014758224117419 | 7.37911205870951e-05 |
| 111 | 0.99992518682298 | 0.000149626354040166 | 7.48131770200829e-05 |
| 112 | 0.999899959324254 | 0.000200081351491836 | 0.000100040675745918 |
| 113 | 0.999869238738077 | 0.000261522523845704 | 0.000130761261922852 |
| 114 | 0.999816441082785 | 0.000367117834429228 | 0.000183558917214614 |
| 115 | 0.999785190500153 | 0.000429618999693245 | 0.000214809499846622 |
| 116 | 0.999718981919678 | 0.000562036160643624 | 0.000281018080321812 |
| 117 | 0.999611102981145 | 0.000777794037710222 | 0.000388897018855111 |
| 118 | 0.999774127946668 | 0.000451744106663325 | 0.000225872053331662 |
| 119 | 0.999974863431319 | 5.02731373618731e-05 | 2.51365686809365e-05 |
| 120 | 0.999968449136864 | 6.31017262713647e-05 | 3.15508631356824e-05 |
| 121 | 0.999954245068207 | 9.15098635861638e-05 | 4.57549317930819e-05 |
| 122 | 0.999973418825042 | 5.31623499159207e-05 | 2.65811749579604e-05 |
| 123 | 0.999975990828705 | 4.801834259037e-05 | 2.4009171295185e-05 |
| 124 | 0.999986964143377 | 2.60717132464074e-05 | 1.30358566232037e-05 |
| 125 | 0.999987155287779 | 2.56894244420237e-05 | 1.28447122210118e-05 |
| 126 | 0.999982037559586 | 3.59248808271554e-05 | 1.79624404135777e-05 |
| 127 | 0.999974652985495 | 5.06940290099898e-05 | 2.53470145049949e-05 |
| 128 | 0.999963454885072 | 7.30902298566478e-05 | 3.65451149283239e-05 |
| 129 | 0.999989978206406 | 2.00435871877141e-05 | 1.00217935938571e-05 |
| 130 | 0.999985291748516 | 2.94165029682369e-05 | 1.47082514841185e-05 |
| 131 | 0.999978481789135 | 4.3036421730522e-05 | 2.1518210865261e-05 |
| 132 | 0.999974066708372 | 5.18665832561475e-05 | 2.59332916280738e-05 |
| 133 | 0.999965625823474 | 6.87483530515278e-05 | 3.43741765257639e-05 |
| 134 | 0.999983564259086 | 3.28714818278857e-05 | 1.64357409139429e-05 |
| 135 | 0.999979078669312 | 4.1842661376136e-05 | 2.0921330688068e-05 |
| 136 | 0.999972453783085 | 5.50924338303467e-05 | 2.75462169151734e-05 |
| 137 | 0.999960559644098 | 7.88807118045427e-05 | 3.94403559022713e-05 |
| 138 | 0.999948904357532 | 0.000102191284935048 | 5.10956424675238e-05 |
| 139 | 0.99994443187329 | 0.000111136253419928 | 5.55681267099641e-05 |
| 140 | 0.999923790675084 | 0.000152418649832789 | 7.62093249163944e-05 |
| 141 | 0.999922107634087 | 0.000155784731825366 | 7.78923659126832e-05 |
| 142 | 0.999901220246557 | 0.000197559506886488 | 9.87797534432438e-05 |
| 143 | 0.999891292467727 | 0.000217415064545905 | 0.000108707532272953 |
| 144 | 0.999942056838679 | 0.00011588632264115 | 5.7943161320575e-05 |
| 145 | 0.999959469715361 | 8.10605692772124e-05 | 4.05302846386062e-05 |
| 146 | 0.999949791361263 | 0.00010041727747467 | 5.02086387373351e-05 |
| 147 | 0.999966144410553 | 6.77111788932115e-05 | 3.38555894466057e-05 |
| 148 | 0.999963929445576 | 7.21411088474264e-05 | 3.60705544237132e-05 |
| 149 | 0.999959416473056 | 8.11670538875369e-05 | 4.05835269437685e-05 |
| 150 | 0.999942599820995 | 0.000114800358009277 | 5.74001790046385e-05 |
| 151 | 0.999951680029514 | 9.66399409716794e-05 | 4.83199704858397e-05 |
| 152 | 0.999936455765884 | 0.000127088468231457 | 6.35442341157284e-05 |
| 153 | 0.99992417524356 | 0.000151649512879873 | 7.58247564399366e-05 |
| 154 | 0.999891825865954 | 0.000216348268092024 | 0.000108174134046012 |
| 155 | 0.999931179696509 | 0.000137640606982733 | 6.88203034913665e-05 |
| 156 | 0.999915417212048 | 0.000169165575904559 | 8.45827879522794e-05 |
| 157 | 0.999879899364568 | 0.000240201270864564 | 0.000120100635432282 |
| 158 | 0.999881011550466 | 0.000237976899067422 | 0.000118988449533711 |
| 159 | 0.999918378178315 | 0.000163243643369894 | 8.16218216849468e-05 |
| 160 | 0.999893200189314 | 0.000213599621372195 | 0.000106799810686097 |
| 161 | 0.999854237647972 | 0.000291524704055655 | 0.000145762352027827 |
| 162 | 0.99983050673039 | 0.00033898653922016 | 0.00016949326961008 |
| 163 | 0.999833533890527 | 0.000332932218945754 | 0.000166466109472877 |
| 164 | 0.999848959788896 | 0.000302080422208586 | 0.000151040211104293 |
| 165 | 0.999848334985063 | 0.000303330029873062 | 0.000151665014936531 |
| 166 | 0.999842319954775 | 0.000315360090449618 | 0.000157680045224809 |
| 167 | 0.99979623227214 | 0.000407535455719745 | 0.000203767727859872 |
| 168 | 0.999784516875945 | 0.000430966248109307 | 0.000215483124054653 |
| 169 | 0.999736699022397 | 0.000526601955206368 | 0.000263300977603184 |
| 170 | 0.999990607373442 | 1.87852531165642e-05 | 9.39262655828211e-06 |
| 171 | 0.99998773380459 | 2.4532390819201e-05 | 1.22661954096005e-05 |
| 172 | 0.999986157943138 | 2.76841137233824e-05 | 1.38420568616912e-05 |
| 173 | 0.999995334773924 | 9.33045215287832e-06 | 4.66522607643916e-06 |
| 174 | 0.99999908157328 | 1.83685343905224e-06 | 9.18426719526119e-07 |
| 175 | 0.999999286211823 | 1.42757635492767e-06 | 7.13788177463833e-07 |
| 176 | 0.999998915442918 | 2.16911416427443e-06 | 1.08455708213721e-06 |
| 177 | 0.999998862790993 | 2.27441801470911e-06 | 1.13720900735455e-06 |
| 178 | 0.999998528021308 | 2.94395738368919e-06 | 1.47197869184459e-06 |
| 179 | 0.999997817177582 | 4.36564483522829e-06 | 2.18282241761414e-06 |
| 180 | 0.999998184587994 | 3.63082401219288e-06 | 1.81541200609644e-06 |
| 181 | 0.999997446262942 | 5.1074741157457e-06 | 2.55373705787285e-06 |
| 182 | 0.999998811180605 | 2.37763879098943e-06 | 1.18881939549471e-06 |
| 183 | 0.999998193169943 | 3.61366011466e-06 | 1.80683005733e-06 |
| 184 | 0.999997773277135 | 4.45344573072049e-06 | 2.22672286536025e-06 |
| 185 | 0.999997037900246 | 5.92419950776488e-06 | 2.96209975388244e-06 |
| 186 | 0.999996030264321 | 7.93947135871257e-06 | 3.96973567935628e-06 |
| 187 | 0.999995814835098 | 8.37032980354289e-06 | 4.18516490177144e-06 |
| 188 | 0.999993929418 | 1.21411639993455e-05 | 6.07058199967274e-06 |
| 189 | 0.999990603164219 | 1.87936715619814e-05 | 9.39683578099072e-06 |
| 190 | 0.999990511812955 | 1.89763740905366e-05 | 9.4881870452683e-06 |
| 191 | 0.999999705571267 | 5.88857465832931e-07 | 2.94428732916465e-07 |
| 192 | 0.999999533123136 | 9.33753728671271e-07 | 4.66876864335635e-07 |
| 193 | 0.999999283331428 | 1.43333714498687e-06 | 7.16668572493435e-07 |
| 194 | 0.999999079023196 | 1.84195360796566e-06 | 9.20976803982832e-07 |
| 195 | 0.999998600696473 | 2.7986070537632e-06 | 1.3993035268816e-06 |
| 196 | 0.999998644937919 | 2.71012416124836e-06 | 1.35506208062418e-06 |
| 197 | 0.999998366040496 | 3.26791900804888e-06 | 1.63395950402444e-06 |
| 198 | 0.999997467278823 | 5.06544235406289e-06 | 2.53272117703145e-06 |
| 199 | 0.999997646424672 | 4.70715065519956e-06 | 2.35357532759978e-06 |
| 200 | 0.999996573188501 | 6.85362299899044e-06 | 3.42681149949522e-06 |
| 201 | 0.999995126186288 | 9.74762742374264e-06 | 4.87381371187132e-06 |
| 202 | 0.999992281369321 | 1.54372613584368e-05 | 7.71863067921839e-06 |
| 203 | 0.999991292991238 | 1.74140175240813e-05 | 8.70700876204067e-06 |
| 204 | 0.999986062935595 | 2.78741288099404e-05 | 1.39370644049702e-05 |
| 205 | 0.999980571104036 | 3.88577919278851e-05 | 1.94288959639426e-05 |
| 206 | 0.999970116402553 | 5.97671948936446e-05 | 2.98835974468223e-05 |
| 207 | 0.999953971394035 | 9.20572119304116e-05 | 4.60286059652058e-05 |
| 208 | 0.999988261308529 | 2.34773829418902e-05 | 1.17386914709451e-05 |
| 209 | 0.999992984993281 | 1.40300134372853e-05 | 7.01500671864263e-06 |
| 210 | 0.999988495335201 | 2.30093295989099e-05 | 1.15046647994549e-05 |
| 211 | 0.999982855045416 | 3.42899091680295e-05 | 1.71449545840147e-05 |
| 212 | 0.999994373530137 | 1.12529397261179e-05 | 5.62646986305897e-06 |
| 213 | 0.999990778351898 | 1.84432962050253e-05 | 9.22164810251263e-06 |
| 214 | 0.999985224088702 | 2.95518225961757e-05 | 1.47759112980878e-05 |
| 215 | 0.999977175584107 | 4.56488317849798e-05 | 2.28244158924899e-05 |
| 216 | 0.999967579506559 | 6.48409868824481e-05 | 3.2420493441224e-05 |
| 217 | 0.999986600485647 | 2.67990287062609e-05 | 1.33995143531304e-05 |
| 218 | 0.999977913804175 | 4.41723916507775e-05 | 2.20861958253888e-05 |
| 219 | 0.999965370730436 | 6.92585391281936e-05 | 3.46292695640968e-05 |
| 220 | 0.999949501190634 | 0.000100997618732978 | 5.04988093664889e-05 |
| 221 | 0.999937074112542 | 0.000125851774915332 | 6.29258874576658e-05 |
| 222 | 0.999982263036385 | 3.54739272292433e-05 | 1.77369636146217e-05 |
| 223 | 0.999985285009809 | 2.94299803820428e-05 | 1.47149901910214e-05 |
| 224 | 0.99997498629526 | 5.00274094795329e-05 | 2.50137047397665e-05 |
| 225 | 0.99995749760102 | 8.50047979589268e-05 | 4.25023989794634e-05 |
| 226 | 0.999939270632814 | 0.000121458734371659 | 6.07293671858297e-05 |
| 227 | 0.999914725868447 | 0.000170548263105755 | 8.52741315528777e-05 |
| 228 | 0.999900283812289 | 0.000199432375422164 | 9.97161877110818e-05 |
| 229 | 0.999834842712032 | 0.000330314575935103 | 0.000165157287967552 |
| 230 | 0.999907289214183 | 0.000185421571634523 | 9.27107858172614e-05 |
| 231 | 0.999912743621486 | 0.000174512757029062 | 8.72563785145309e-05 |
| 232 | 0.999852537667182 | 0.000294924665636496 | 0.000147462332818248 |
| 233 | 0.999999316731638 | 1.36653672445952e-06 | 6.8326836222976e-07 |
| 234 | 0.999998695341992 | 2.60931601661113e-06 | 1.30465800830556e-06 |
| 235 | 0.999997445053437 | 5.10989312566101e-06 | 2.5549465628305e-06 |
| 236 | 0.999995079717623 | 9.84056475367191e-06 | 4.92028237683595e-06 |
| 237 | 0.999999976552971 | 4.68940588506331e-08 | 2.34470294253165e-08 |
| 238 | 0.999999945337266 | 1.09325468590772e-07 | 5.46627342953858e-08 |
| 239 | 0.999999878495962 | 2.43008075331584e-07 | 1.21504037665792e-07 |
| 240 | 0.999999771302971 | 4.57394057266265e-07 | 2.28697028633133e-07 |
| 241 | 0.99999949894033 | 1.00211934052914e-06 | 5.01059670264568e-07 |
| 242 | 0.999999079794894 | 1.84041021254609e-06 | 9.20205106273046e-07 |
| 243 | 0.999998224543511 | 3.55091297834381e-06 | 1.7754564891719e-06 |
| 244 | 0.999996205113489 | 7.58977302266659e-06 | 3.7948865113333e-06 |
| 245 | 0.999994356100735 | 1.12877985306109e-05 | 5.64389926530543e-06 |
| 246 | 0.99998929066844 | 2.14186631198965e-05 | 1.07093315599482e-05 |
| 247 | 0.999992005245483 | 1.59895090335893e-05 | 7.99475451679467e-06 |
| 248 | 0.999984828485127 | 3.03430297449757e-05 | 1.51715148724878e-05 |
| 249 | 0.99997362511078 | 5.27497784403981e-05 | 2.63748892201991e-05 |
| 250 | 0.999964380572225 | 7.12388555508201e-05 | 3.561942777541e-05 |
| 251 | 0.999943068867137 | 0.000113862265725264 | 5.69311328626322e-05 |
| 252 | 0.999903651094946 | 0.000192697810107539 | 9.63489050537697e-05 |
| 253 | 0.999792328751655 | 0.000415342496689943 | 0.000207671248344972 |
| 254 | 0.999574135173808 | 0.000851729652383487 | 0.000425864826191743 |
| 255 | 0.99960173808828 | 0.000796523823439465 | 0.000398261911719732 |
| 256 | 0.999159650148154 | 0.001680699703692 | 0.000840349851845998 |
| 257 | 0.998848573925589 | 0.00230285214882139 | 0.0011514260744107 |
| 258 | 0.99920401940843 | 0.00159196118313939 | 0.000795980591569695 |
| 259 | 0.998339120633191 | 0.00332175873361843 | 0.00166087936680921 |
| 260 | 0.997098289612785 | 0.00580342077442981 | 0.0029017103872149 |
| 261 | 0.994853409370744 | 0.0102931812585116 | 0.00514659062925578 |
| 262 | 0.989557868903066 | 0.0208842621938683 | 0.0104421310969341 |
| 263 | 0.985541067689334 | 0.0289178646213321 | 0.014458932310666 |
| 264 | 0.986050910303928 | 0.0278981793921431 | 0.0139490896960715 |
| 265 | 0.97862338690823 | 0.0427532261835397 | 0.0213766130917699 |
| 266 | 0.958666493083584 | 0.0826670138328316 | 0.0413335069164158 |
| 267 | 0.925142781021516 | 0.149714437956967 | 0.0748572189784837 |
| 268 | 0.881559058717994 | 0.236881882564012 | 0.118440941282006 |
| 269 | 0.998299845257793 | 0.0034003094844145 | 0.00170015474220725 |
| 270 | 0.997391525635932 | 0.00521694872813512 | 0.00260847436406756 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 203 | 0.805555555555556 | NOK |
| 5% type I error level | 219 | 0.869047619047619 | NOK |
| 10% type I error level | 229 | 0.908730158730159 | NOK |
