| Multiple Linear Regression - Estimated Regression Equation |
| time_in_rfc[t] = -4825.87191538712 + 192.401697754146logins[t] + 122.692595564607compendium_views_info[t] + 23.8995306726626compendium_views_pr[t] -181.132180733192shared_compendiums[t] + 49.9310274116792blogged_computations[t] -958.141657271882compendiums_reviewed[t] + 387.324670025153feedback_messages_p1[t] + 188.860858466293feedback_messages_p120[t] -0.0979261835742309totsize[t] -0.840560753543224totrevisions[t] + 0.862265159048422totseconds[t] + 123.454326707396tothyperlinks[t] -113.10070971784totblogs[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) | -4825.87191538712 | 3413.775178 | -1.4136 | 0.158597 | 0.079298 |
| logins | 192.401697754146 | 54.700633 | 3.5174 | 0.00051 | 0.000255 |
| compendium_views_info | 122.692595564607 | 9.269986 | 13.2355 | 0 | 0 |
| compendium_views_pr | 23.8995306726626 | 30.728423 | 0.7778 | 0.437375 | 0.218688 |
| shared_compendiums | -181.132180733192 | 546.7558 | -0.3313 | 0.740681 | 0.370341 |
| blogged_computations | 49.9310274116792 | 89.658767 | 0.5569 | 0.578048 | 0.289024 |
| compendiums_reviewed | -958.141657271882 | 687.824192 | -1.393 | 0.164744 | 0.082372 |
| feedback_messages_p1 | 387.324670025153 | 208.242804 | 1.86 | 0.063958 | 0.031979 |
| feedback_messages_p120 | 188.860858466293 | 103.758524 | 1.8202 | 0.069816 | 0.034908 |
| totsize | -0.0979261835742309 | 0.064607 | -1.5157 | 0.130736 | 0.065368 |
| totrevisions | -0.840560753543224 | 0.31625 | -2.6579 | 0.008323 | 0.004162 |
| totseconds | 0.862265159048422 | 0.070499 | 12.2309 | 0 | 0 |
| tothyperlinks | 123.454326707396 | 435.456975 | 0.2835 | 0.777003 | 0.388501 |
| totblogs | -113.10070971784 | 451.302996 | -0.2506 | 0.802303 | 0.401152 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.966844538114394 |
| R-squared | 0.934788360881635 |
| Adjusted R-squared | 0.931705628850585 |
| F-TEST (value) | 303.233739250198 |
| F-TEST (DF numerator) | 13 |
| F-TEST (DF denominator) | 275 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 21517.9147814345 |
| Sum Squared Residuals | 127330680548.797 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 210907 | 189608.345009328 | 21298.6549906719 |
| 2 | 120982 | 143163.49817061 | -22181.4981706103 |
| 3 | 176508 | 169148.618629749 | 7359.3813702512 |
| 4 | 179321 | 222867.787196281 | -43546.7871962807 |
| 5 | 123185 | 112144.160938947 | 11040.8390610527 |
| 6 | 52746 | 68026.2835719099 | -15280.2835719099 |
| 7 | 385534 | 373808.718904973 | 11725.2810950269 |
| 8 | 33170 | 28630.619918164 | 4539.38008183604 |
| 9 | 101645 | 82333.4399983002 | 19311.5600016998 |
| 10 | 149061 | 167610.846756216 | -18549.8467562156 |
| 11 | 165446 | 147757.1336051 | 17688.8663949005 |
| 12 | 237213 | 241190.44603317 | -3977.44603317 |
| 13 | 173326 | 168205.017541864 | 5120.98245813574 |
| 14 | 133131 | 137392.069645559 | -4261.06964555943 |
| 15 | 258873 | 219115.954515562 | 39757.0454844381 |
| 16 | 180083 | 173207.137143202 | 6875.86285679847 |
| 17 | 324799 | 366787.292272133 | -41988.2922721329 |
| 18 | 230964 | 206748.435615196 | 24215.5643848039 |
| 19 | 236785 | 230684.600240006 | 6100.39975999422 |
| 20 | 135473 | 134762.874767546 | 710.125232453554 |
| 21 | 202925 | 196089.516729018 | 6835.48327098244 |
| 22 | 215147 | 198584.950027241 | 16562.0499727585 |
| 23 | 344297 | 258451.498268682 | 85845.5017313181 |
| 24 | 153935 | 146348.716925167 | 7586.28307483286 |
| 25 | 132943 | 155392.930884105 | -22449.9308841053 |
| 26 | 174724 | 227290.180188182 | -52566.1801881819 |
| 27 | 174415 | 212482.93950013 | -38067.9395001299 |
| 28 | 225548 | 256280.450984083 | -30732.4509840831 |
| 29 | 223632 | 206296.546789678 | 17335.4532103217 |
| 30 | 124817 | 129842.37561568 | -5025.37561568024 |
| 31 | 221698 | 269033.702987835 | -47335.7029878354 |
| 32 | 210767 | 219412.613180463 | -8645.6131804632 |
| 33 | 170266 | 175837.944838158 | -5571.94483815752 |
| 34 | 260561 | 256027.906995677 | 4533.09300432325 |
| 35 | 84853 | 86353.7787618281 | -1500.77876182813 |
| 36 | 294424 | 291745.605069405 | 2678.39493059455 |
| 37 | 101011 | 96540.9206155774 | 4470.07938442255 |
| 38 | 215641 | 208983.603360469 | 6657.39663953146 |
| 39 | 325107 | 287314.403657035 | 37792.5963429646 |
| 40 | 7176 | 8074.44056482022 | -898.440564820223 |
| 41 | 167542 | 157733.525523042 | 9808.47447695818 |
| 42 | 106408 | 83642.0514959177 | 22765.9485040823 |
| 43 | 96560 | 107417.130218649 | -10857.1302186493 |
| 44 | 265769 | 270186.91170701 | -4417.91170700963 |
| 45 | 269651 | 280878.570225415 | -11227.5702254146 |
| 46 | 149112 | 151525.850365619 | -2413.85036561866 |
| 47 | 175824 | 187884.203115557 | -12060.2031155569 |
| 48 | 152871 | 170870.686001169 | -17999.6860011694 |
| 49 | 111665 | 101097.34134295 | 10567.65865705 |
| 50 | 116408 | 168882.463456405 | -52474.4634564047 |
| 51 | 362301 | 325157.549387128 | 37143.450612872 |
| 52 | 78800 | 104490.342135747 | -25690.3421357468 |
| 53 | 183167 | 186966.836477121 | -3799.8364771212 |
| 54 | 277965 | 320551.557976692 | -42586.5579766918 |
| 55 | 150629 | 189936.852727784 | -39307.8527277837 |
| 56 | 168809 | 191919.270547128 | -23110.2705471281 |
| 57 | 24188 | 39755.1211521562 | -15567.1211521562 |
| 58 | 329267 | 299251.249723537 | 30015.7502764633 |
| 59 | 65029 | 66258.0146620562 | -1229.01466205623 |
| 60 | 101097 | 112606.818937684 | -11509.8189376842 |
| 61 | 218946 | 208974.508969695 | 9971.49103030473 |
| 62 | 244052 | 238755.022260335 | 5296.97773966479 |
| 63 | 341570 | 330763.632063825 | 10806.367936175 |
| 64 | 103597 | 100211.739947353 | 3385.26005264679 |
| 65 | 233328 | 264804.003441408 | -31476.0034414077 |
| 66 | 256462 | 273054.043256453 | -16592.0432564526 |
| 67 | 206161 | 158682.230069398 | 47478.7699306021 |
| 68 | 311473 | 321268.37262478 | -9795.37262477956 |
| 69 | 235800 | 263954.697776466 | -28154.6977764656 |
| 70 | 177939 | 205856.526695903 | -27917.5266959032 |
| 71 | 207176 | 194544.722476535 | 12631.2775234647 |
| 72 | 196553 | 182592.503411825 | 13960.4965881751 |
| 73 | 174184 | 164858.036515592 | 9325.96348440828 |
| 74 | 143246 | 148732.892327114 | -5486.89232711446 |
| 75 | 187559 | 219808.775500812 | -32249.7755008119 |
| 76 | 187681 | 182015.742899717 | 5665.25710028265 |
| 77 | 119016 | 135913.04471131 | -16897.0447113098 |
| 78 | 182192 | 193510.067266788 | -11318.067266788 |
| 79 | 73566 | 90394.832576842 | -16828.832576842 |
| 80 | 194979 | 191528.290685584 | 3450.70931441571 |
| 81 | 167488 | 158528.722477655 | 8959.27752234479 |
| 82 | 143756 | 154336.762468408 | -10580.7624684077 |
| 83 | 275541 | 207047.45834117 | 68493.5416588298 |
| 84 | 243199 | 228136.441738821 | 15062.558261179 |
| 85 | 182999 | 184196.218655719 | -1197.21865571864 |
| 86 | 135649 | 141183.609756441 | -5534.60975644122 |
| 87 | 152299 | 151233.305049962 | 1065.69495003765 |
| 88 | 120221 | 133097.061128608 | -12876.0611286078 |
| 89 | 346485 | 269687.625121955 | 76797.374878045 |
| 90 | 145790 | 166830.144395076 | -21040.1443950763 |
| 91 | 193339 | 154511.578010138 | 38827.421989862 |
| 92 | 80953 | 101709.594007975 | -20756.5940079755 |
| 93 | 122774 | 137632.81408174 | -14858.8140817405 |
| 94 | 130585 | 111231.730139589 | 19353.2698604108 |
| 95 | 112611 | 102775.526722041 | 9835.47327795902 |
| 96 | 286468 | 278638.845057735 | 7829.15494226518 |
| 97 | 241066 | 222954.394826733 | 18111.6051732672 |
| 98 | 148446 | 199422.515398974 | -50976.5153989737 |
| 99 | 204713 | 186015.234299451 | 18697.7657005492 |
| 100 | 182079 | 175281.964220347 | 6797.03577965279 |
| 101 | 140344 | 142656.192595492 | -2312.19259549207 |
| 102 | 220516 | 215351.137290297 | 5164.86270970319 |
| 103 | 243060 | 210629.199057063 | 32430.8009429367 |
| 104 | 162765 | 149896.139235005 | 12868.8607649948 |
| 105 | 182613 | 176169.637145887 | 6443.362854113 |
| 106 | 232138 | 235283.386545188 | -3145.38654518839 |
| 107 | 265318 | 294197.685886207 | -28879.685886207 |
| 108 | 85574 | 85379.225269009 | 194.774730990997 |
| 109 | 310839 | 300619.994377998 | 10219.005622002 |
| 110 | 225060 | 199608.40460978 | 25451.5953902201 |
| 111 | 232317 | 249055.846235505 | -16738.8462355047 |
| 112 | 144966 | 153855.283905725 | -8889.2839057252 |
| 113 | 43287 | 53380.2839320376 | -10093.2839320376 |
| 114 | 155754 | 151156.147792591 | 4597.85220740899 |
| 115 | 164709 | 179952.388345007 | -15243.3883450067 |
| 116 | 201940 | 212305.67453777 | -10365.6745377696 |
| 117 | 235454 | 230150.843781156 | 5303.15621884362 |
| 118 | 220801 | 184930.981412038 | 35870.0185879623 |
| 119 | 99466 | 161620.776614763 | -62154.7766147634 |
| 120 | 92661 | 100880.68182418 | -8219.68182418035 |
| 121 | 133328 | 131508.762892266 | 1819.23710773424 |
| 122 | 61361 | 90130.2913953462 | -28769.2913953462 |
| 123 | 125930 | 154787.747716187 | -28857.7477161869 |
| 124 | 100750 | 139965.726155311 | -39215.7261553113 |
| 125 | 224549 | 199355.12727791 | 25193.8727220896 |
| 126 | 82316 | 73302.8879784523 | 9013.11202154775 |
| 127 | 102010 | 95733.8949171776 | 6276.10508282236 |
| 128 | 101523 | 99040.9645478477 | 2482.03545215228 |
| 129 | 243511 | 195469.972330427 | 48041.027669573 |
| 130 | 22938 | 20684.880565955 | 2253.11943404503 |
| 131 | 41566 | 41181.2886777993 | 384.711322200707 |
| 132 | 152474 | 166072.769705658 | -13598.7697056584 |
| 133 | 61857 | 48210.6559763284 | 13646.3440236716 |
| 134 | 99923 | 135768.8616935 | -35845.8616935 |
| 135 | 132487 | 137621.591138349 | -5134.59113834947 |
| 136 | 317394 | 324286.614038363 | -6892.6140383629 |
| 137 | 21054 | 21796.6953016271 | -742.695301627124 |
| 138 | 209641 | 197593.538196546 | 12047.4618034541 |
| 139 | 22648 | 33910.1118921077 | -11262.1118921077 |
| 140 | 31414 | 35522.9657791326 | -4108.96577913265 |
| 141 | 46698 | 65250.5637461765 | -18552.5637461765 |
| 142 | 131698 | 141878.459924201 | -10180.4599242012 |
| 143 | 91735 | 77266.853712128 | 14468.1462878721 |
| 144 | 244749 | 277509.529252606 | -32760.5292526055 |
| 145 | 184510 | 152938.070921762 | 31571.9290782375 |
| 146 | 79863 | 86105.3953338669 | -6242.39533386684 |
| 147 | 128423 | 103045.817783076 | 25377.182216924 |
| 148 | 97839 | 112765.612803976 | -14926.6128039756 |
| 149 | 38214 | 54155.9515575675 | -15941.9515575675 |
| 150 | 151101 | 145952.823925897 | 5148.17607410341 |
| 151 | 272458 | 248368.451231913 | 24089.5487680874 |
| 152 | 172494 | 178620.31718826 | -6126.31718825962 |
| 153 | 108043 | 113702.07255699 | -5659.07255699029 |
| 154 | 328107 | 331367.299354546 | -3260.299354546 |
| 155 | 250579 | 282783.982782782 | -32204.982782782 |
| 156 | 351067 | 332153.208614774 | 18913.791385226 |
| 157 | 158015 | 156173.893045927 | 1841.10695407262 |
| 158 | 98866 | 87490.0122410511 | 11375.9877589489 |
| 159 | 85439 | 110515.478134519 | -25076.4781345191 |
| 160 | 229242 | 221145.017762298 | 8096.9822377018 |
| 161 | 351619 | 350750.659553977 | 868.34044602312 |
| 162 | 84207 | 73541.0248114582 | 10665.9751885418 |
| 163 | 120445 | 122792.387687964 | -2347.38768796411 |
| 164 | 324598 | 303799.415691222 | 20798.5843087776 |
| 165 | 131069 | 144926.754126632 | -13857.7541266324 |
| 166 | 204271 | 188701.846882183 | 15569.1531178174 |
| 167 | 165543 | 178778.31574919 | -13235.3157491896 |
| 168 | 141722 | 117920.589346861 | 23801.4106531393 |
| 169 | 116048 | 113825.626945657 | 2222.37305434286 |
| 170 | 250047 | 175920.618951132 | 74126.3810488685 |
| 171 | 299775 | 290155.532556363 | 9619.46744363676 |
| 172 | 195838 | 185054.163823939 | 10783.8361760609 |
| 173 | 173260 | 126414.17571631 | 46845.8242836898 |
| 174 | 254488 | 222091.502541976 | 32396.497458024 |
| 175 | 104389 | 143629.994162523 | -39240.9941625228 |
| 176 | 136084 | 138905.258999012 | -2821.25899901245 |
| 177 | 199476 | 223906.285329451 | -24430.2853294515 |
| 178 | 92499 | 79762.0832405957 | 12736.9167594042 |
| 179 | 224330 | 222673.923714301 | 1656.07628569863 |
| 180 | 135781 | 108446.802947614 | 27334.1970523862 |
| 181 | 74408 | 85466.5201384414 | -11058.5201384414 |
| 182 | 81240 | 103377.942459695 | -22137.9424596946 |
| 183 | 14688 | 12310.5353299182 | 2377.46467008184 |
| 184 | 181633 | 167981.227875789 | 13651.772124211 |
| 185 | 271856 | 270882.930703425 | 973.069296574556 |
| 186 | 7199 | 8659.00071437811 | -1460.00071437811 |
| 187 | 46660 | 51360.4072830372 | -4700.40728303716 |
| 188 | 17547 | 10046.1906572931 | 7500.80934270688 |
| 189 | 133368 | 136919.016574045 | -3551.01657404511 |
| 190 | 95227 | 63748.6495830404 | 31478.3504169596 |
| 191 | 152601 | 106022.844582434 | 46578.1554175664 |
| 192 | 98146 | 97677.6488651539 | 468.35113484608 |
| 193 | 79619 | 89102.9658358318 | -9483.96583583181 |
| 194 | 59194 | 72679.4028058271 | -13485.4028058271 |
| 195 | 139942 | 160929.09861365 | -20987.0986136499 |
| 196 | 118612 | 106786.48701925 | 11825.5129807498 |
| 197 | 72880 | 87657.3598458519 | -14777.3598458518 |
| 198 | 65475 | 62365.9944539487 | 3109.00554605126 |
| 199 | 99643 | 121942.08077975 | -22299.0807797503 |
| 200 | 71965 | 69168.1317497049 | 2796.86825029514 |
| 201 | 77272 | 71806.6719584286 | 5465.32804157137 |
| 202 | 49289 | 42473.1097806715 | 6815.89021932854 |
| 203 | 135131 | 112499.65179357 | 22631.3482064295 |
| 204 | 108446 | 112612.805773604 | -4166.80577360375 |
| 205 | 89746 | 112809.582168558 | -23063.5821685583 |
| 206 | 44296 | 48065.4999890486 | -3769.49998904857 |
| 207 | 77648 | 72704.8208565408 | 4943.17914345918 |
| 208 | 181528 | 148619.040172813 | 32908.9598271875 |
| 209 | 134019 | 110811.993635788 | 23207.0063642118 |
| 210 | 124064 | 127378.602027905 | -3314.60202790497 |
| 211 | 92630 | 92346.1452527092 | 283.854747290795 |
| 212 | 121848 | 89116.3451427237 | 32731.6548572763 |
| 213 | 52915 | 52161.0510516363 | 753.948948363691 |
| 214 | 81872 | 84771.9777346394 | -2899.97773463939 |
| 215 | 58981 | 74390.777299517 | -15409.777299517 |
| 216 | 53515 | 67554.9060658628 | -14039.9060658628 |
| 217 | 60812 | 90517.1332723608 | -29705.1332723608 |
| 218 | 56375 | 63766.4721167013 | -7391.47211670135 |
| 219 | 65490 | 71745.7399426278 | -6255.73994262779 |
| 220 | 80949 | 66211.8710427086 | 14737.1289572914 |
| 221 | 76302 | 92392.5277124837 | -16090.5277124837 |
| 222 | 104011 | 145154.639106136 | -41143.6391061355 |
| 223 | 98104 | 136846.570810523 | -38742.5708105227 |
| 224 | 67989 | 71376.8758927719 | -3387.87589277195 |
| 225 | 30989 | 30276.2401764047 | 712.759823595252 |
| 226 | 135458 | 132451.045046187 | 3006.95495381327 |
| 227 | 73504 | 61353.6792686996 | 12150.3207313004 |
| 228 | 63123 | 80291.5340009904 | -17168.5340009904 |
| 229 | 61254 | 66241.8028282704 | -4987.80282827042 |
| 230 | 74914 | 95401.1021599422 | -20487.1021599422 |
| 231 | 31774 | 41893.3559183981 | -10119.3559183981 |
| 232 | 81437 | 85460.2715761812 | -4023.27157618121 |
| 233 | 87186 | 133183.477184265 | -45997.4771842652 |
| 234 | 50090 | 55892.825166415 | -5802.825166415 |
| 235 | 65745 | 79838.0493439801 | -14093.0493439801 |
| 236 | 56653 | 55416.6388270945 | 1236.3611729055 |
| 237 | 158399 | 108438.594925465 | 49960.4050745354 |
| 238 | 46455 | 58398.7460828004 | -11943.7460828004 |
| 239 | 73624 | 85138.5374050516 | -11514.5374050516 |
| 240 | 38395 | 51203.9109261817 | -12808.9109261817 |
| 241 | 91899 | 85767.2603928195 | 6131.73960718052 |
| 242 | 139526 | 133835.471767003 | 5690.5282329971 |
| 243 | 52164 | 59115.936164932 | -6951.936164932 |
| 244 | 51567 | 53308.3961054262 | -1741.39610542621 |
| 245 | 70551 | 77548.1317566683 | -6997.13175666832 |
| 246 | 84856 | 93733.8387853952 | -8877.83878539521 |
| 247 | 102538 | 117052.40748972 | -14514.4074897201 |
| 248 | 86678 | 79482.243810774 | 7195.75618922602 |
| 249 | 85709 | 73827.7748912171 | 11881.2251087829 |
| 250 | 34662 | 44090.5605709677 | -9428.56057096775 |
| 251 | 150580 | 146193.218646554 | 4386.78135344596 |
| 252 | 99611 | 96714.9226160544 | 2896.07738394559 |
| 253 | 19349 | 13719.0966500056 | 5629.90334999443 |
| 254 | 99373 | 94101.3943024594 | 5271.60569754061 |
| 255 | 86230 | 101363.991327961 | -15133.9913279613 |
| 256 | 30837 | 26362.2606478394 | 4474.73935216061 |
| 257 | 31706 | 39434.3003003959 | -7728.30030039589 |
| 258 | 89806 | 69576.4846623181 | 20229.5153376819 |
| 259 | 62088 | 51190.3318047145 | 10897.6681952855 |
| 260 | 40151 | 38543.2867972134 | 1607.71320278658 |
| 261 | 27634 | 35649.6266781231 | -8015.62667812314 |
| 262 | 76990 | 75369.3414612191 | 1620.65853878086 |
| 263 | 37460 | 22012.9600595701 | 15447.0399404299 |
| 264 | 54157 | 52433.2965491316 | 1723.70345086841 |
| 265 | 49862 | 55838.6152974983 | -5976.61529749832 |
| 266 | 84337 | 80549.4372250641 | 3787.56277493593 |
| 267 | 64175 | 77252.4974032238 | -13077.4974032238 |
| 268 | 59382 | 59103.5861436377 | 278.413856362269 |
| 269 | 119308 | 85914.8949924295 | 33393.1050075705 |
| 270 | 76702 | 83712.0034009521 | -7010.00340095211 |
| 271 | 103425 | 103118.013726774 | 306.98627322623 |
| 272 | 70344 | 67747.9250536465 | 2596.07494635353 |
| 273 | 43410 | 37027.4689037918 | 6382.53109620819 |
| 274 | 104838 | 99381.7756115732 | 5456.22438842677 |
| 275 | 62215 | 51962.5147101399 | 10252.4852898601 |
| 276 | 69304 | 68827.6577615713 | 476.342238428647 |
| 277 | 53117 | 32712.9255300096 | 20404.0744699904 |
| 278 | 19764 | 15464.0959959848 | 4299.90400401519 |
| 279 | 86680 | 93263.8814051549 | -6583.88140515492 |
| 280 | 84105 | 71404.4933961303 | 12700.5066038697 |
| 281 | 77945 | 75065.7474340703 | 2879.25256592972 |
| 282 | 89113 | 58140.980211269 | 30972.019788731 |
| 283 | 91005 | 79239.2593779772 | 11765.7406220228 |
| 284 | 40248 | 28709.720189724 | 11538.279810276 |
| 285 | 64187 | 58931.6516205479 | 5255.34837945209 |
| 286 | 50857 | 42743.0683284166 | 8113.93167158338 |
| 287 | 56613 | 47437.695151629 | 9175.30484837102 |
| 288 | 62792 | 66082.9783867718 | -3290.97838677182 |
| 289 | 72535 | 81811.60300265 | -9276.60300264995 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 17 | 0.766783889781715 | 0.466432220436571 | 0.233216110218285 |
| 18 | 0.634909156393679 | 0.730181687212642 | 0.365090843606321 |
| 19 | 0.589281269684292 | 0.821437460631417 | 0.410718730315709 |
| 20 | 0.488957710236465 | 0.97791542047293 | 0.511042289763535 |
| 21 | 0.483991284677207 | 0.967982569354414 | 0.516008715322793 |
| 22 | 0.578698178420804 | 0.842603643158393 | 0.421301821579196 |
| 23 | 0.895767988919088 | 0.208464022161823 | 0.104232011080912 |
| 24 | 0.851666712412531 | 0.296666575174937 | 0.148333287587469 |
| 25 | 0.922017532413874 | 0.155964935172252 | 0.0779824675861262 |
| 26 | 0.950913883090831 | 0.0981722338183376 | 0.0490861169091688 |
| 27 | 0.948532170195878 | 0.102935659608243 | 0.0514678298041215 |
| 28 | 0.948989911179095 | 0.102020177641811 | 0.0510100888209054 |
| 29 | 0.94066493437931 | 0.118670131241381 | 0.0593350656206904 |
| 30 | 0.924543049771266 | 0.150913900457468 | 0.0754569502287342 |
| 31 | 0.979379873447023 | 0.041240253105953 | 0.0206201265529765 |
| 32 | 0.970513883601525 | 0.058972232796949 | 0.0294861163984745 |
| 33 | 0.958311544059762 | 0.0833769118804755 | 0.0416884559402378 |
| 34 | 0.942297390823889 | 0.115405218352221 | 0.0577026091761107 |
| 35 | 0.92312543096116 | 0.15374913807768 | 0.07687456903884 |
| 36 | 0.905520145313716 | 0.188959709372568 | 0.0944798546862839 |
| 37 | 0.878404233021092 | 0.243191533957817 | 0.121595766978908 |
| 38 | 0.846425239152427 | 0.307149521695147 | 0.153574760847573 |
| 39 | 0.930580793140628 | 0.138838413718743 | 0.0694192068593717 |
| 40 | 0.942482562586837 | 0.115034874826326 | 0.0575174374131629 |
| 41 | 0.92800815353761 | 0.14398369292478 | 0.0719918464623898 |
| 42 | 0.911227240161808 | 0.177545519676384 | 0.088772759838192 |
| 43 | 0.890937593395698 | 0.218124813208605 | 0.109062406604302 |
| 44 | 0.867707041402474 | 0.264585917195053 | 0.132292958597526 |
| 45 | 0.883212746132737 | 0.233574507734526 | 0.116787253867263 |
| 46 | 0.855579103133262 | 0.288841793733475 | 0.144420896866738 |
| 47 | 0.843132524668418 | 0.313734950663164 | 0.156867475331582 |
| 48 | 0.817519990486685 | 0.364960019026631 | 0.182480009513315 |
| 49 | 0.798319915220249 | 0.403360169559501 | 0.201680084779751 |
| 50 | 0.919307098574929 | 0.161385802850142 | 0.080692901425071 |
| 51 | 0.986199331382967 | 0.0276013372340665 | 0.0138006686170332 |
| 52 | 0.987014245860035 | 0.0259715082799292 | 0.0129857541399646 |
| 53 | 0.983593572255298 | 0.0328128554894034 | 0.0164064277447017 |
| 54 | 0.993140602188652 | 0.0137187956226963 | 0.00685939781134813 |
| 55 | 0.996814687089055 | 0.00637062582189095 | 0.00318531291094548 |
| 56 | 0.997114307174928 | 0.00577138565014351 | 0.00288569282507176 |
| 57 | 0.996845057331904 | 0.00630988533619127 | 0.00315494266809564 |
| 58 | 0.997089228710767 | 0.00582154257846554 | 0.00291077128923277 |
| 59 | 0.995969533411138 | 0.0080609331777247 | 0.00403046658886235 |
| 60 | 0.995174561991355 | 0.00965087601729097 | 0.00482543800864549 |
| 61 | 0.993881088605771 | 0.0122378227884576 | 0.00611891139422882 |
| 62 | 0.992258698654231 | 0.0154826026915373 | 0.00774130134576864 |
| 63 | 0.990295769477165 | 0.0194084610456706 | 0.00970423052283532 |
| 64 | 0.987181786090474 | 0.0256364278190511 | 0.0128182139095255 |
| 65 | 0.994704484249943 | 0.0105910315001144 | 0.00529551575005722 |
| 66 | 0.993781579182067 | 0.0124368416358654 | 0.0062184208179327 |
| 67 | 0.998180045138035 | 0.00363990972392892 | 0.00181995486196446 |
| 68 | 0.997683800537116 | 0.00463239892576789 | 0.00231619946288394 |
| 69 | 0.997626981857174 | 0.00474603628565143 | 0.00237301814282572 |
| 70 | 0.997809832315571 | 0.00438033536885722 | 0.00219016768442861 |
| 71 | 0.997264042856542 | 0.00547191428691595 | 0.00273595714345797 |
| 72 | 0.996616012306142 | 0.00676797538771644 | 0.00338398769385822 |
| 73 | 0.995744434198333 | 0.0085111316033345 | 0.00425556580166725 |
| 74 | 0.994334010346932 | 0.011331979306135 | 0.00566598965306751 |
| 75 | 0.996009293592919 | 0.00798141281416115 | 0.00399070640708058 |
| 76 | 0.995074790474249 | 0.00985041905150152 | 0.00492520952575076 |
| 77 | 0.994112988687617 | 0.0117740226247661 | 0.00588701131238307 |
| 78 | 0.993049181687418 | 0.0139016366251649 | 0.00695081831258245 |
| 79 | 0.992528885806516 | 0.0149422283869685 | 0.00747111419348424 |
| 80 | 0.990262648698324 | 0.0194747026033509 | 0.00973735130167547 |
| 81 | 0.988692925117387 | 0.0226141497652252 | 0.0113070748826126 |
| 82 | 0.985801465774686 | 0.0283970684506271 | 0.0141985342253135 |
| 83 | 0.99896091972371 | 0.00207816055258053 | 0.00103908027629027 |
| 84 | 0.998734004645545 | 0.00253199070890974 | 0.00126599535445487 |
| 85 | 0.998279956305309 | 0.00344008738938305 | 0.00172004369469153 |
| 86 | 0.997703978013937 | 0.00459204397212673 | 0.00229602198606337 |
| 87 | 0.996976907231822 | 0.00604618553635647 | 0.00302309276817824 |
| 88 | 0.996403939633911 | 0.00719212073217694 | 0.00359606036608847 |
| 89 | 0.9999183370314 | 0.000163325937200912 | 8.16629686004559e-05 |
| 90 | 0.99992983278096 | 0.000140334438080884 | 7.01672190404422e-05 |
| 91 | 0.999963009744838 | 7.39805103244827e-05 | 3.69902551622413e-05 |
| 92 | 0.999963157570869 | 7.36848582614333e-05 | 3.68424291307167e-05 |
| 93 | 0.99995120018921 | 9.75996215789697e-05 | 4.87998107894849e-05 |
| 94 | 0.999946757521423 | 0.000106484957154334 | 5.32424785771671e-05 |
| 95 | 0.9999269390894 | 0.000146121821200232 | 7.30609106001158e-05 |
| 96 | 0.999910769662859 | 0.00017846067428154 | 8.92303371407699e-05 |
| 97 | 0.999888890997221 | 0.000222218005557967 | 0.000111109002778983 |
| 98 | 0.999978211809812 | 4.35763803751156e-05 | 2.17881901875578e-05 |
| 99 | 0.999973399035294 | 5.32019294113626e-05 | 2.66009647056813e-05 |
| 100 | 0.999964240376469 | 7.15192470628207e-05 | 3.57596235314103e-05 |
| 101 | 0.999948158287091 | 0.000103683425818006 | 5.1841712909003e-05 |
| 102 | 0.999926090255578 | 0.000147819488843998 | 7.39097444219988e-05 |
| 103 | 0.999960224346854 | 7.95513062908976e-05 | 3.97756531454488e-05 |
| 104 | 0.9999500940034 | 9.98119932004906e-05 | 4.99059966002453e-05 |
| 105 | 0.999929177147365 | 0.00014164570527064 | 7.08228526353198e-05 |
| 106 | 0.999905877768261 | 0.000188244463478808 | 9.41222317394038e-05 |
| 107 | 0.999945959084039 | 0.000108081831921596 | 5.40409159607982e-05 |
| 108 | 0.999922423999073 | 0.000155152001854801 | 7.75760009274006e-05 |
| 109 | 0.999900536688743 | 0.000198926622514229 | 9.94633112571146e-05 |
| 110 | 0.999902121655139 | 0.000195756689722785 | 9.78783448613924e-05 |
| 111 | 0.999893963791087 | 0.00021207241782535 | 0.000106036208912675 |
| 112 | 0.999861741374646 | 0.000276517250707181 | 0.000138258625353591 |
| 113 | 0.999820051915907 | 0.000359896168185856 | 0.000179948084092928 |
| 114 | 0.999750320124592 | 0.000499359750816215 | 0.000249679875408108 |
| 115 | 0.999719062030753 | 0.000561875938494313 | 0.000280937969247157 |
| 116 | 0.999644932366245 | 0.000710135267511013 | 0.000355067633755506 |
| 117 | 0.999513539763832 | 0.000972920472336874 | 0.000486460236168437 |
| 118 | 0.999759709229054 | 0.000480581541892261 | 0.000240290770946131 |
| 119 | 0.999972236939849 | 5.55261203019355e-05 | 2.77630601509678e-05 |
| 120 | 0.999964056341961 | 7.18873160778071e-05 | 3.59436580389035e-05 |
| 121 | 0.999948319141854 | 0.000103361716291235 | 5.16808581456176e-05 |
| 122 | 0.99997041374007 | 5.91725198598479e-05 | 2.95862599299239e-05 |
| 123 | 0.999972955520765 | 5.40889584695372e-05 | 2.70444792347686e-05 |
| 124 | 0.999986103280719 | 2.77934385611361e-05 | 1.3896719280568e-05 |
| 125 | 0.999986478241788 | 2.70435164245232e-05 | 1.35217582122616e-05 |
| 126 | 0.999981438679169 | 3.71226416610301e-05 | 1.8561320830515e-05 |
| 127 | 0.999973947324529 | 5.21053509416965e-05 | 2.60526754708482e-05 |
| 128 | 0.99996329996478 | 7.34000704401846e-05 | 3.67000352200923e-05 |
| 129 | 0.999990995011158 | 1.80099776839072e-05 | 9.00498884195358e-06 |
| 130 | 0.999986810189177 | 2.63796216464776e-05 | 1.31898108232388e-05 |
| 131 | 0.999980780293125 | 3.84394137507545e-05 | 1.92197068753772e-05 |
| 132 | 0.999976844884925 | 4.63102301509384e-05 | 2.31551150754692e-05 |
| 133 | 0.999969336151068 | 6.13276978635771e-05 | 3.06638489317886e-05 |
| 134 | 0.999982490065825 | 3.50198683505088e-05 | 1.75099341752544e-05 |
| 135 | 0.999976600122132 | 4.6799755736844e-05 | 2.3399877868422e-05 |
| 136 | 0.999969179566921 | 6.16408661584514e-05 | 3.08204330792257e-05 |
| 137 | 0.999955735155849 | 8.85296883025555e-05 | 4.42648441512778e-05 |
| 138 | 0.999942189290736 | 0.00011562141852789 | 5.7810709263945e-05 |
| 139 | 0.99993344038957 | 0.00013311922085966 | 6.655961042983e-05 |
| 140 | 0.999908830793046 | 0.000182338413907985 | 9.11692069539926e-05 |
| 141 | 0.999900832613105 | 0.000198334773790007 | 9.91673868950037e-05 |
| 142 | 0.99986631136377 | 0.000267377272460734 | 0.000133688636230367 |
| 143 | 0.99986104498224 | 0.000277910035519829 | 0.000138955017759915 |
| 144 | 0.999923484861232 | 0.000153030277535681 | 7.65151387678407e-05 |
| 145 | 0.999949893943255 | 0.000100212113489676 | 5.01060567448379e-05 |
| 146 | 0.999932726372116 | 0.000134547255767296 | 6.72736278836479e-05 |
| 147 | 0.999954211468911 | 9.15770621785644e-05 | 4.57885310892822e-05 |
| 148 | 0.99994950702245 | 0.000100985955100711 | 5.04929775503553e-05 |
| 149 | 0.999945193252457 | 0.000109613495086883 | 5.48067475434415e-05 |
| 150 | 0.99992486314493 | 0.000150273710139648 | 7.51368550698238e-05 |
| 151 | 0.999937435131255 | 0.000125129737489738 | 6.25648687448692e-05 |
| 152 | 0.999915583502442 | 0.000168832995116783 | 8.44164975583913e-05 |
| 153 | 0.999890177329403 | 0.000219645341193882 | 0.000109822670596941 |
| 154 | 0.999850363096977 | 0.000299273806045297 | 0.000149636903022648 |
| 155 | 0.999920503483859 | 0.00015899303228259 | 7.94965161412948e-05 |
| 156 | 0.999903340699262 | 0.000193318601475203 | 9.66593007376014e-05 |
| 157 | 0.999863527853707 | 0.000272944292585414 | 0.000136472146292707 |
| 158 | 0.999870715666349 | 0.000258568667301306 | 0.000129284333650653 |
| 159 | 0.999905354667631 | 0.000189290664738532 | 9.46453323692658e-05 |
| 160 | 0.999879296222203 | 0.000241407555593969 | 0.000120703777796984 |
| 161 | 0.999834841136815 | 0.000330317726369643 | 0.000165158863184821 |
| 162 | 0.999813401797663 | 0.000373196404673788 | 0.000186598202336894 |
| 163 | 0.999811818425428 | 0.000376363149144185 | 0.000188181574572092 |
| 164 | 0.999804041097742 | 0.000391917804515077 | 0.000195958902257538 |
| 165 | 0.999799156204326 | 0.000401687591348894 | 0.000200843795674447 |
| 166 | 0.999794789732206 | 0.0004104205355874 | 0.0002052102677937 |
| 167 | 0.999735213067976 | 0.000529573864047913 | 0.000264786932023956 |
| 168 | 0.999723308111642 | 0.000553383776716216 | 0.000276691888358108 |
| 169 | 0.999641253806868 | 0.000717492386264563 | 0.000358746193132281 |
| 170 | 0.999991559879969 | 1.68802400619539e-05 | 8.44012003097695e-06 |
| 171 | 0.999988421427872 | 2.31571442556033e-05 | 1.15785721278016e-05 |
| 172 | 0.999987600696934 | 2.47986061324069e-05 | 1.23993030662035e-05 |
| 173 | 0.999997075843272 | 5.84831345575322e-06 | 2.92415672787661e-06 |
| 174 | 0.999999476393735 | 1.04721253082838e-06 | 5.23606265414192e-07 |
| 175 | 0.999999606493506 | 7.87012988568139e-07 | 3.93506494284069e-07 |
| 176 | 0.999999411821843 | 1.17635631389575e-06 | 5.88178156947873e-07 |
| 177 | 0.999999363283778 | 1.27343244329131e-06 | 6.36716221645655e-07 |
| 178 | 0.999999232720783 | 1.53455843422112e-06 | 7.67279217110561e-07 |
| 179 | 0.999998841443397 | 2.31711320514419e-06 | 1.15855660257209e-06 |
| 180 | 0.999999095354816 | 1.80929036865321e-06 | 9.04645184326607e-07 |
| 181 | 0.999998680507847 | 2.63898430637354e-06 | 1.31949215318677e-06 |
| 182 | 0.999999217497027 | 1.56500594575389e-06 | 7.82502972876947e-07 |
| 183 | 0.99999874393272 | 2.51213455990824e-06 | 1.25606727995412e-06 |
| 184 | 0.99999864798754 | 2.70402492013471e-06 | 1.35201246006736e-06 |
| 185 | 0.999998400847561 | 3.19830487823613e-06 | 1.59915243911806e-06 |
| 186 | 0.999997625881816 | 4.74823636783121e-06 | 2.37411818391561e-06 |
| 187 | 0.99999684284466 | 6.31431068056106e-06 | 3.15715534028053e-06 |
| 188 | 0.999995103143567 | 9.79371286563292e-06 | 4.89685643281646e-06 |
| 189 | 0.999993066910358 | 1.38661792838916e-05 | 6.93308964194578e-06 |
| 190 | 0.999994716372909 | 1.05672541820914e-05 | 5.28362709104571e-06 |
| 191 | 0.999999867199019 | 2.65601961037097e-07 | 1.32800980518548e-07 |
| 192 | 0.999999773574133 | 4.52851733271738e-07 | 2.26425866635869e-07 |
| 193 | 0.999999626401565 | 7.47196869006189e-07 | 3.73598434503094e-07 |
| 194 | 0.999999408880682 | 1.18223863693675e-06 | 5.91119318468377e-07 |
| 195 | 0.999999382429357 | 1.23514128524528e-06 | 6.17570642622642e-07 |
| 196 | 0.99999941669033 | 1.1666193394981e-06 | 5.83309669749048e-07 |
| 197 | 0.999999282099289 | 1.43580142108338e-06 | 7.17900710541692e-07 |
| 198 | 0.999998881324441 | 2.23735111743572e-06 | 1.11867555871786e-06 |
| 199 | 0.999998924823567 | 2.15035286594949e-06 | 1.07517643297474e-06 |
| 200 | 0.999998433475644 | 3.13304871191637e-06 | 1.56652435595819e-06 |
| 201 | 0.999997790767314 | 4.41846537190764e-06 | 2.20923268595382e-06 |
| 202 | 0.999996486888495 | 7.02622301047123e-06 | 3.51311150523562e-06 |
| 203 | 0.999996161745181 | 7.67650963876113e-06 | 3.83825481938057e-06 |
| 204 | 0.999993723301478 | 1.25533970432676e-05 | 6.27669852163379e-06 |
| 205 | 0.999990903287715 | 1.81934245707018e-05 | 9.09671228535092e-06 |
| 206 | 0.999985780267325 | 2.8439465350664e-05 | 1.4219732675332e-05 |
| 207 | 0.999977831117692 | 4.43377646150028e-05 | 2.21688823075014e-05 |
| 208 | 0.99999496791909 | 1.00641618192196e-05 | 5.03208090960978e-06 |
| 209 | 0.99999715632387 | 5.6873522599566e-06 | 2.8436761299783e-06 |
| 210 | 0.999995244210205 | 9.51157959059984e-06 | 4.75578979529992e-06 |
| 211 | 0.999992822390335 | 1.4355219330748e-05 | 7.17760966537399e-06 |
| 212 | 0.999997803194905 | 4.39361019048612e-06 | 2.19680509524306e-06 |
| 213 | 0.999996340086484 | 7.31982703189457e-06 | 3.65991351594729e-06 |
| 214 | 0.999993936925529 | 1.21261489423799e-05 | 6.06307447118995e-06 |
| 215 | 0.999990270174064 | 1.9459651871777e-05 | 9.7298259358885e-06 |
| 216 | 0.999985837869602 | 2.83242607965649e-05 | 1.41621303982824e-05 |
| 217 | 0.999993901882849 | 1.21962343028074e-05 | 6.09811715140368e-06 |
| 218 | 0.999989713217453 | 2.05735650946547e-05 | 1.02867825473273e-05 |
| 219 | 0.999983401706362 | 3.31965872763401e-05 | 1.659829363817e-05 |
| 220 | 0.999975856532084 | 4.82869358328097e-05 | 2.41434679164048e-05 |
| 221 | 0.999970352416966 | 5.92951660690538e-05 | 2.96475830345269e-05 |
| 222 | 0.999992474027561 | 1.50519448776407e-05 | 7.52597243882037e-06 |
| 223 | 0.999993887537053 | 1.22249258943294e-05 | 6.11246294716469e-06 |
| 224 | 0.999989458041041 | 2.10839179182084e-05 | 1.05419589591042e-05 |
| 225 | 0.999981793351148 | 3.64132977035325e-05 | 1.82066488517663e-05 |
| 226 | 0.999973862376329 | 5.22752473417686e-05 | 2.61376236708843e-05 |
| 227 | 0.99996315064948 | 7.36987010402022e-05 | 3.68493505201011e-05 |
| 228 | 0.999956948928127 | 8.61021437451279e-05 | 4.30510718725639e-05 |
| 229 | 0.999927513889246 | 0.00014497222150839 | 7.24861107541948e-05 |
| 230 | 0.999956879963376 | 8.62400732475749e-05 | 4.31200366237874e-05 |
| 231 | 0.999958348595378 | 8.33028092435449e-05 | 4.16514046217724e-05 |
| 232 | 0.999928261329605 | 0.00014347734078955 | 7.17386703947748e-05 |
| 233 | 0.999999677190473 | 6.45619054370868e-07 | 3.22809527185434e-07 |
| 234 | 0.99999937225832 | 1.25548336008262e-06 | 6.27741680041312e-07 |
| 235 | 0.999998754331175 | 2.49133764978124e-06 | 1.24566882489062e-06 |
| 236 | 0.999997559044588 | 4.88191082485698e-06 | 2.44095541242849e-06 |
| 237 | 0.999999993324166 | 1.33516676799875e-08 | 6.67583383999377e-09 |
| 238 | 0.999999984107603 | 3.17847930239303e-08 | 1.58923965119652e-08 |
| 239 | 0.999999964833902 | 7.03321964939287e-08 | 3.51660982469643e-08 |
| 240 | 0.999999938480697 | 1.23038606619824e-07 | 6.1519303309912e-08 |
| 241 | 0.999999866670062 | 2.66659875586912e-07 | 1.33329937793456e-07 |
| 242 | 0.999999786124667 | 4.27750665154258e-07 | 2.13875332577129e-07 |
| 243 | 0.999999581666674 | 8.3666665286282e-07 | 4.1833332643141e-07 |
| 244 | 0.999999095653313 | 1.80869337419069e-06 | 9.04346687095346e-07 |
| 245 | 0.999998679107147 | 2.6417857056795e-06 | 1.32089285283975e-06 |
| 246 | 0.999997483235704 | 5.0335285924052e-06 | 2.5167642962026e-06 |
| 247 | 0.999997731313024 | 4.53737395161886e-06 | 2.26868697580943e-06 |
| 248 | 0.999995889639263 | 8.22072147394009e-06 | 4.11036073697005e-06 |
| 249 | 0.999992573707552 | 1.48525848950474e-05 | 7.42629244752372e-06 |
| 250 | 0.999990806375603 | 1.83872487948598e-05 | 9.19362439742992e-06 |
| 251 | 0.999984535905295 | 3.09281894107658e-05 | 1.54640947053829e-05 |
| 252 | 0.999974982683592 | 5.00346328165593e-05 | 2.50173164082796e-05 |
| 253 | 0.999944572231681 | 0.000110855536637204 | 5.54277683186018e-05 |
| 254 | 0.999881920990803 | 0.000236158018394585 | 0.000118079009197293 |
| 255 | 0.999890653411204 | 0.000218693177592734 | 0.000109346588796367 |
| 256 | 0.999760017576797 | 0.000479964846405075 | 0.000239982423202537 |
| 257 | 0.999681456383606 | 0.00063708723278845 | 0.000318543616394225 |
| 258 | 0.999787417767744 | 0.000425164464512882 | 0.000212582232256441 |
| 259 | 0.999543083805205 | 0.000913832389589939 | 0.00045691619479497 |
| 260 | 0.999177169810052 | 0.00164566037989521 | 0.000822830189947604 |
| 261 | 0.998762828491088 | 0.00247434301782487 | 0.00123717150891243 |
| 262 | 0.997308957268085 | 0.00538208546382933 | 0.00269104273191466 |
| 263 | 0.996574260391195 | 0.0068514792176098 | 0.0034257396088049 |
| 264 | 0.997067230499267 | 0.00586553900146497 | 0.00293276950073249 |
| 265 | 0.995479215535586 | 0.00904156892882702 | 0.00452078446441351 |
| 266 | 0.990657392317595 | 0.0186852153648105 | 0.00934260768240527 |
| 267 | 0.982213370593203 | 0.0355732588135949 | 0.0177866294067974 |
| 268 | 0.968663148834488 | 0.0626737023310238 | 0.0313368511655119 |
| 269 | 0.999939221112143 | 0.000121557775714382 | 6.07788878571909e-05 |
| 270 | 0.999954842821641 | 9.0314356718228e-05 | 4.5157178359114e-05 |
| 271 | 0.99961480774144 | 0.000770384517120328 | 0.000385192258560164 |
| 272 | 0.998181995011969 | 0.00363600997606133 | 0.00181800498803067 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 202 | 0.7890625 | NOK |
| 5% type I error level | 222 | 0.8671875 | NOK |
| 10% type I error level | 226 | 0.8828125 | NOK |
