| Multiple Linear Regression - Estimated Regression Equation |
| Happiness[t] = + 18.2331269218713 -0.317163421864343month[t] + 0.00399972397395312Connected[t] + 0.0118355009158621Separate[t] + 0.0926299065733016Learning[t] -0.0199196273577167Software[t] -0.363549781226373Depression[t] + 0.0165414616732836Belonging[t] + 0.0147119347288412Belonging_Final[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) | 18.2331269218713 | 2.642309 | 6.9005 | 0 | 0 |
| month | -0.317163421864343 | 0.173074 | -1.8325 | 0.068039 | 0.03402 |
| Connected | 0.00399972397395312 | 0.03756 | 0.1065 | 0.915279 | 0.45764 |
| Separate | 0.0118355009158621 | 0.038158 | 0.3102 | 0.756685 | 0.378342 |
| Learning | 0.0926299065733016 | 0.067295 | 1.3765 | 0.169879 | 0.08494 |
| Software | -0.0199196273577167 | 0.068935 | -0.289 | 0.772846 | 0.386423 |
| Depression | -0.363549781226373 | 0.039748 | -9.1465 | 0 | 0 |
| Belonging | 0.0165414616732836 | 0.040766 | 0.4058 | 0.685257 | 0.342628 |
| Belonging_Final | 0.0147119347288412 | 0.06054 | 0.243 | 0.808191 | 0.404096 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.609698323645421 |
| R-squared | 0.371732045856037 |
| Adjusted R-squared | 0.352021678667207 |
| F-TEST (value) | 18.8597220079541 |
| F-TEST (DF numerator) | 8 |
| F-TEST (DF denominator) | 255 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 2.01133509701029 |
| Sum Squared Residuals | 1031.59456247868 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 14 | 13.9424291052778 | 0.0575708947221611 |
| 2 | 18 | 15.3005463901852 | 2.69945360981481 |
| 3 | 11 | 13.9940049827717 | -2.99400498277172 |
| 4 | 12 | 14.5120198142374 | -2.51201981423739 |
| 5 | 16 | 11.2897784894118 | 4.71022151058823 |
| 6 | 18 | 14.4859660706714 | 3.51403392932855 |
| 7 | 14 | 10.8454224517391 | 3.15457754826088 |
| 8 | 14 | 15.0964527308549 | -1.09645273085489 |
| 9 | 15 | 15.2452792983004 | -0.245279298300373 |
| 10 | 15 | 14.4090317627935 | 0.590968237206507 |
| 11 | 17 | 15.5725908577286 | 1.42740914227135 |
| 12 | 19 | 15.6384307227721 | 3.36156927722791 |
| 13 | 10 | 13.4608636173635 | -3.4608636173635 |
| 14 | 16 | 13.5363928383569 | 2.46360716164312 |
| 15 | 18 | 15.8078164454404 | 2.19218355455959 |
| 16 | 14 | 13.4469693829085 | 0.553030617091465 |
| 17 | 14 | 13.9045842936093 | 0.0954157063906889 |
| 18 | 17 | 15.8450027831948 | 1.15499721680516 |
| 19 | 14 | 15.4589618709725 | -1.45896187097254 |
| 20 | 16 | 13.8747721081191 | 2.12522789188094 |
| 21 | 18 | 15.4013842993887 | 2.59861570061129 |
| 22 | 11 | 13.7950386582397 | -2.79503865823972 |
| 23 | 14 | 14.5015428658141 | -0.501542865814096 |
| 24 | 12 | 13.6321595535868 | -1.63215955358677 |
| 25 | 17 | 15.4375929891495 | 1.56240701085053 |
| 26 | 9 | 15.9799639285085 | -6.9799639285085 |
| 27 | 16 | 15.1104876388249 | 0.88951236117508 |
| 28 | 14 | 13.394573630841 | 0.605426369159022 |
| 29 | 15 | 14.006835659481 | 0.993164340518968 |
| 30 | 11 | 14.0322965931152 | -3.03229659311523 |
| 31 | 16 | 15.7922148715219 | 0.207785128478101 |
| 32 | 13 | 12.7430726197278 | 0.256927380272161 |
| 33 | 17 | 15.1627280188488 | 1.83727198115122 |
| 34 | 15 | 15.3804829133968 | -0.380482913396826 |
| 35 | 14 | 14.0433171979075 | -0.0433171979075119 |
| 36 | 16 | 15.5974511537723 | 0.402548846227732 |
| 37 | 9 | 10.9240291140986 | -1.92402911409861 |
| 38 | 15 | 14.4154604795384 | 0.584539520461632 |
| 39 | 17 | 15.4428331527567 | 1.5571668472433 |
| 40 | 13 | 15.3158645278038 | -2.31586452780379 |
| 41 | 15 | 15.8024213686151 | -0.802421368615149 |
| 42 | 16 | 13.7612392505597 | 2.23876074944031 |
| 43 | 16 | 15.9335199131083 | 0.0664800868916677 |
| 44 | 12 | 13.2333694592886 | -1.23336945928862 |
| 45 | 15 | 14.7198766007734 | 0.280123399226637 |
| 46 | 11 | 13.7079315151914 | -2.70793151519139 |
| 47 | 15 | 15.4659538792631 | -0.465953879263149 |
| 48 | 15 | 15.0016977745694 | -0.00169777456942057 |
| 49 | 17 | 13.6240805312339 | 3.37591946876611 |
| 50 | 13 | 14.8707639239476 | -1.8707639239476 |
| 51 | 16 | 15.3624126055079 | 0.637587394492093 |
| 52 | 14 | 13.566393122278 | 0.433606877722002 |
| 53 | 11 | 11.8122997813784 | -0.812299781378395 |
| 54 | 12 | 13.8001418086329 | -1.80014180863288 |
| 55 | 12 | 14.1921484861024 | -2.19214848610242 |
| 56 | 15 | 13.7953295637062 | 1.2046704362938 |
| 57 | 16 | 14.3400534387739 | 1.65994656122615 |
| 58 | 15 | 15.5943292880403 | -0.594329288040306 |
| 59 | 12 | 15.3276987259902 | -3.32769872599024 |
| 60 | 12 | 13.5412045189899 | -1.54120451898991 |
| 61 | 8 | 10.87864711281 | -2.87864711280997 |
| 62 | 13 | 14.7492278810461 | -1.74922788104612 |
| 63 | 11 | 14.7989854205571 | -3.79898542055711 |
| 64 | 14 | 13.2211219378668 | 0.778878062133186 |
| 65 | 15 | 13.7771758659447 | 1.22282413405527 |
| 66 | 10 | 15.0003039743847 | -5.00030397438468 |
| 67 | 11 | 12.5374802818564 | -1.5374802818564 |
| 68 | 12 | 14.3973840158749 | -2.39738401587494 |
| 69 | 15 | 13.4384437746035 | 1.56155622539653 |
| 70 | 15 | 13.552004729982 | 1.44799527001803 |
| 71 | 14 | 13.4359581983165 | 0.564041801683489 |
| 72 | 16 | 12.6384220303279 | 3.36157796967207 |
| 73 | 15 | 14.3674154959497 | 0.632584504050268 |
| 74 | 15 | 15.1815417194463 | -0.181541719446257 |
| 75 | 13 | 14.8861167434585 | -1.8861167434585 |
| 76 | 12 | 12.1047346234893 | -0.104734623489339 |
| 77 | 17 | 13.9348877282007 | 3.06511227179934 |
| 78 | 13 | 12.4356861536491 | 0.564313846350879 |
| 79 | 15 | 13.7445450852061 | 1.25545491479393 |
| 80 | 13 | 14.8788687372443 | -1.8788687372443 |
| 81 | 15 | 14.8470814804455 | 0.152918519554479 |
| 82 | 15 | 15.4469723636469 | -0.446972363646926 |
| 83 | 16 | 14.2280096115678 | 1.77199038843215 |
| 84 | 15 | 14.2379365930272 | 0.762063406972782 |
| 85 | 14 | 14.0822726795112 | -0.0822726795111709 |
| 86 | 15 | 13.9691083281147 | 1.0308916718853 |
| 87 | 14 | 14.2355983417392 | -0.235598341739222 |
| 88 | 13 | 12.7247497626737 | 0.275250237326259 |
| 89 | 7 | 10.5268885183884 | -3.52688851838845 |
| 90 | 17 | 13.7019729557851 | 3.29802704421489 |
| 91 | 13 | 12.7856188549916 | 0.214381145008436 |
| 92 | 15 | 14.1540759471734 | 0.845924052826577 |
| 93 | 14 | 13.2806169721434 | 0.719383027856591 |
| 94 | 13 | 13.9681085838972 | -0.968108583897195 |
| 95 | 16 | 14.9421724754068 | 1.0578275245932 |
| 96 | 12 | 12.8040259210165 | -0.804025921016527 |
| 97 | 14 | 14.839120844214 | -0.839120844213983 |
| 98 | 17 | 14.9019161673139 | 2.09808383268614 |
| 99 | 15 | 15.0115865942469 | -0.0115865942469209 |
| 100 | 17 | 15.1264543070775 | 1.87354569292247 |
| 101 | 12 | 12.9394548918828 | -0.939454891882778 |
| 102 | 16 | 15.0056474946897 | 0.994352505310327 |
| 103 | 11 | 14.401800729261 | -3.40180072926103 |
| 104 | 15 | 13.0994706391478 | 1.9005293608522 |
| 105 | 9 | 11.3859338230185 | -2.38593382301853 |
| 106 | 16 | 14.9129620556817 | 1.08703794431828 |
| 107 | 15 | 12.9203693712801 | 2.07963062871993 |
| 108 | 10 | 12.8081739605967 | -2.80817396059672 |
| 109 | 10 | 9.17976388935293 | 0.82023611064707 |
| 110 | 15 | 13.9082823414256 | 1.09171765857443 |
| 111 | 11 | 13.197405972305 | -2.197405972305 |
| 112 | 13 | 15.296089362601 | -2.29608936260102 |
| 113 | 14 | 11.9022883923422 | 2.09771160765777 |
| 114 | 18 | 14.1102667714145 | 3.88973322858555 |
| 115 | 16 | 15.563402114508 | 0.436597885491982 |
| 116 | 14 | 12.9938030066185 | 1.0061969933815 |
| 117 | 14 | 13.8378209323774 | 0.162179067622647 |
| 118 | 14 | 15.080113093972 | -1.08011309397202 |
| 119 | 14 | 13.7272444663755 | 0.272755533624518 |
| 120 | 12 | 12.5419560707867 | -0.541956070786676 |
| 121 | 14 | 13.5723691681982 | 0.427630831801832 |
| 122 | 15 | 14.9078069779065 | 0.0921930220934669 |
| 123 | 15 | 15.9026490168457 | -0.902649016845735 |
| 124 | 15 | 14.5733929090885 | 0.426607090911491 |
| 125 | 13 | 14.7585285824057 | -1.75852858240572 |
| 126 | 17 | 16.1759600034127 | 0.824039996587267 |
| 127 | 17 | 15.2905530842399 | 1.70944691576012 |
| 128 | 19 | 14.9502769223938 | 4.04972307760617 |
| 129 | 15 | 13.5966607630869 | 1.40333923691306 |
| 130 | 13 | 14.6562350761378 | -1.65623507613778 |
| 131 | 9 | 10.6686224036671 | -1.66862240366712 |
| 132 | 15 | 15.2970604164897 | -0.297060416489728 |
| 133 | 15 | 12.6274189354666 | 2.37258106453337 |
| 134 | 15 | 14.2552344754337 | 0.744765524566337 |
| 135 | 16 | 13.7791863129497 | 2.2208136870503 |
| 136 | 11 | 9.47586594208343 | 1.52413405791658 |
| 137 | 14 | 13.352374954921 | 0.647625045078996 |
| 138 | 11 | 12.0068197994755 | -1.00681979947551 |
| 139 | 15 | 14.2041752762271 | 0.795824723772937 |
| 140 | 13 | 13.821331809185 | -0.821331809184979 |
| 141 | 15 | 14.6578473519901 | 0.342152648009941 |
| 142 | 16 | 13.8796644232709 | 2.12033557672912 |
| 143 | 14 | 14.7113418256965 | -0.711341825696451 |
| 144 | 15 | 14.3085074433762 | 0.691492556623816 |
| 145 | 16 | 14.6376231429673 | 1.36237685703265 |
| 146 | 16 | 14.5034402025003 | 1.49655979749969 |
| 147 | 11 | 13.4221081205716 | -2.42210812057161 |
| 148 | 12 | 14.7177384051991 | -2.71773840519912 |
| 149 | 9 | 11.5819610672325 | -2.58196106723253 |
| 150 | 16 | 14.2850878323269 | 1.71491216767314 |
| 151 | 13 | 12.6157782105665 | 0.384221789433457 |
| 152 | 16 | 15.4557192837466 | 0.544280716253379 |
| 153 | 12 | 14.5013413128903 | -2.50134131289027 |
| 154 | 9 | 11.9370425459018 | -2.93704254590182 |
| 155 | 13 | 11.8239727892436 | 1.17602721075642 |
| 156 | 13 | 12.7856188549916 | 0.214381145008436 |
| 157 | 14 | 13.3963455372153 | 0.603654462784655 |
| 158 | 19 | 14.9502769223938 | 4.04972307760617 |
| 159 | 13 | 15.7070253725771 | -2.70702537257711 |
| 160 | 12 | 12.1726182201381 | -0.172618220138121 |
| 161 | 13 | 12.6697064712657 | 0.330293528734267 |
| 162 | 10 | 9.1641922786923 | 0.835807721307699 |
| 163 | 14 | 13.0698679990086 | 0.930132000991401 |
| 164 | 16 | 11.4037249204591 | 4.59627507954092 |
| 165 | 10 | 11.8118591289607 | -1.81185912896073 |
| 166 | 11 | 8.97941753928798 | 2.02058246071202 |
| 167 | 14 | 13.9664048246809 | 0.0335951753191294 |
| 168 | 12 | 12.7057994263193 | -0.705799426319295 |
| 169 | 9 | 12.5704222824703 | -3.5704222824703 |
| 170 | 9 | 11.8000983033848 | -2.8000983033848 |
| 171 | 11 | 10.4101708871662 | 0.589829112833771 |
| 172 | 16 | 14.0449888490219 | 1.95501115097814 |
| 173 | 9 | 13.8540206697084 | -4.85402066970835 |
| 174 | 13 | 11.1609582405452 | 1.83904175945481 |
| 175 | 16 | 13.2043999332595 | 2.79560006674048 |
| 176 | 13 | 15.1225067857976 | -2.12250678579756 |
| 177 | 9 | 12.1757285461426 | -3.17572854614255 |
| 178 | 12 | 11.3523223779824 | 0.647677622017566 |
| 179 | 16 | 14.4088131151256 | 1.59118688487444 |
| 180 | 11 | 13.0187870441858 | -2.01878704418585 |
| 181 | 14 | 13.937125537196 | 0.0628744628039885 |
| 182 | 13 | 14.5783150810428 | -1.57831508104284 |
| 183 | 15 | 14.5617524237628 | 0.438247576237209 |
| 184 | 14 | 14.8194598805715 | -0.819459880571532 |
| 185 | 16 | 13.9480198642468 | 2.05198013575321 |
| 186 | 13 | 11.5384718303187 | 1.4615281696813 |
| 187 | 14 | 13.4133033063703 | 0.586696693629731 |
| 188 | 15 | 14.0808709288739 | 0.919129071126095 |
| 189 | 13 | 12.3121071941339 | 0.687892805866078 |
| 190 | 11 | 10.16597852776 | 0.834021472239994 |
| 191 | 11 | 12.4204413148938 | -1.42044131489381 |
| 192 | 14 | 14.8652187471899 | -0.865218747189948 |
| 193 | 15 | 12.6207073712322 | 2.37929262876781 |
| 194 | 11 | 12.3971592065808 | -1.39715920658077 |
| 195 | 15 | 13.0046624210895 | 1.99533757891048 |
| 196 | 12 | 13.9351112439918 | -1.9351112439918 |
| 197 | 14 | 11.6555247796957 | 2.34447522030433 |
| 198 | 14 | 13.3228696710797 | 0.677130328920298 |
| 199 | 8 | 11.0469001139438 | -3.04690011394376 |
| 200 | 13 | 13.6649716318431 | -0.664971631843061 |
| 201 | 9 | 12.0707687076154 | -3.07076870761539 |
| 202 | 15 | 13.660250972557 | 1.339749027443 |
| 203 | 17 | 13.946336041574 | 3.05366395842604 |
| 204 | 13 | 12.45003898507 | 0.549961014929987 |
| 205 | 15 | 14.3333696237075 | 0.66663037629249 |
| 206 | 15 | 13.6366886977915 | 1.36331130220846 |
| 207 | 14 | 14.4377790361756 | -0.437779036175561 |
| 208 | 16 | 12.4164198955123 | 3.58358010448769 |
| 209 | 13 | 12.814154081408 | 0.185845918591979 |
| 210 | 16 | 14.2236258940051 | 1.77637410599491 |
| 211 | 9 | 11.6101994326838 | -2.6101994326838 |
| 212 | 16 | 14.4717710828748 | 1.5282289171252 |
| 213 | 11 | 12.1938932607716 | -1.19389326077161 |
| 214 | 10 | 13.7746617275872 | -3.77466172758721 |
| 215 | 11 | 12.0580141698025 | -1.05801416980253 |
| 216 | 15 | 13.2020686706828 | 1.79793132931716 |
| 217 | 17 | 14.8181524700091 | 2.18184752999092 |
| 218 | 14 | 14.1757125160018 | -0.17571251600181 |
| 219 | 8 | 9.88795726840051 | -1.88795726840051 |
| 220 | 15 | 13.5320404763911 | 1.4679595236089 |
| 221 | 11 | 13.8113471178154 | -2.81134711781537 |
| 222 | 16 | 13.4728966227218 | 2.52710337727817 |
| 223 | 10 | 12.0634333598155 | -2.06343335981552 |
| 224 | 15 | 14.7457013240318 | 0.254298675968153 |
| 225 | 9 | 9.48717148853057 | -0.487171488530574 |
| 226 | 16 | 14.2514051657202 | 1.7485948342798 |
| 227 | 19 | 13.7243643552316 | 5.27563564476837 |
| 228 | 12 | 13.575989740931 | -1.575989740931 |
| 229 | 8 | 9.45853651362965 | -1.45853651362965 |
| 230 | 11 | 13.2912130157204 | -2.29121301572039 |
| 231 | 14 | 13.7645155426872 | 0.235484457312812 |
| 232 | 9 | 11.9919785600196 | -2.99197856001957 |
| 233 | 15 | 14.8543746169472 | 0.145625383052819 |
| 234 | 13 | 12.3747409869852 | 0.62525901301484 |
| 235 | 16 | 14.8304107751693 | 1.16958922483071 |
| 236 | 11 | 12.7757711448475 | -1.77577114484746 |
| 237 | 12 | 11.3107875007858 | 0.689212499214228 |
| 238 | 13 | 12.7594509000875 | 0.240549099912533 |
| 239 | 10 | 14.2948156222065 | -4.29481562220655 |
| 240 | 11 | 13.5099587639336 | -2.50995876393355 |
| 241 | 12 | 14.7831430735995 | -2.78314307359948 |
| 242 | 8 | 10.6604625366153 | -2.66046253661528 |
| 243 | 12 | 11.7117817548761 | 0.288218245123919 |
| 244 | 12 | 12.2229795319503 | -0.222979531950292 |
| 245 | 15 | 13.4959073824824 | 1.50409261751757 |
| 246 | 11 | 10.7150321582216 | 0.284967841778399 |
| 247 | 13 | 12.7082908951198 | 0.291709104880228 |
| 248 | 14 | 8.80690324580122 | 5.19309675419878 |
| 249 | 10 | 10.2060272955343 | -0.206027295534267 |
| 250 | 12 | 11.4985747467212 | 0.501425253278808 |
| 251 | 15 | 12.8363259750696 | 2.16367402493042 |
| 252 | 13 | 11.8432665379638 | 1.15673346203618 |
| 253 | 13 | 14.1054888036805 | -1.10548880368046 |
| 254 | 13 | 13.6847332080963 | -0.684733208096306 |
| 255 | 12 | 11.7870514449296 | 0.212948555070412 |
| 256 | 12 | 12.6362386248472 | -0.636238624847238 |
| 257 | 9 | 10.8039535443016 | -1.80395354430155 |
| 258 | 9 | 11.4546703778506 | -2.4546703778506 |
| 259 | 15 | 12.538019521654 | 2.46198047834603 |
| 260 | 10 | 14.779709067119 | -4.77970906711904 |
| 261 | 14 | 13.6328292458703 | 0.367170754129655 |
| 262 | 15 | 13.4753737182436 | 1.52462628175635 |
| 263 | 7 | 9.81112874528311 | -2.81112874528311 |
| 264 | 14 | 13.8176004108226 | 0.182399589177419 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 12 | 0.824602542649826 | 0.350794914700348 | 0.175397457350174 |
| 13 | 0.98177869429319 | 0.0364426114136193 | 0.0182213057068097 |
| 14 | 0.965041480347379 | 0.0699170393052429 | 0.0349585196526214 |
| 15 | 0.965415688490191 | 0.0691686230196184 | 0.0345843115098092 |
| 16 | 0.942982886392319 | 0.114034227215362 | 0.057017113607681 |
| 17 | 0.96685729863873 | 0.066285402722539 | 0.0331427013612695 |
| 18 | 0.946711202137859 | 0.106577595724282 | 0.0532887978621412 |
| 19 | 0.919138444137669 | 0.161723111724661 | 0.0808615558623306 |
| 20 | 0.915308663196536 | 0.169382673606927 | 0.0846913368034636 |
| 21 | 0.937424539473723 | 0.125150921052555 | 0.0625754605262775 |
| 22 | 0.935061647246031 | 0.129876705507939 | 0.0649383527539694 |
| 23 | 0.935048090631857 | 0.129903818736287 | 0.0649519093681433 |
| 24 | 0.911274476329745 | 0.177451047340509 | 0.0887255236702545 |
| 25 | 0.8909139048464 | 0.218172190307199 | 0.1090860951536 |
| 26 | 0.999305462877345 | 0.00138907424531031 | 0.000694537122655154 |
| 27 | 0.998867531622549 | 0.00226493675490267 | 0.00113246837745134 |
| 28 | 0.998158010011966 | 0.0036839799760687 | 0.00184198998803435 |
| 29 | 0.997109894145412 | 0.00578021170917566 | 0.00289010585458783 |
| 30 | 0.998049400381054 | 0.00390119923789127 | 0.00195059961894563 |
| 31 | 0.996984553035601 | 0.00603089392879774 | 0.00301544696439887 |
| 32 | 0.995575770682055 | 0.00884845863588971 | 0.00442422931794485 |
| 33 | 0.994548276395685 | 0.0109034472086308 | 0.0054517236043154 |
| 34 | 0.9920053601806 | 0.0159892796388003 | 0.00799463981940015 |
| 35 | 0.990016140753894 | 0.0199677184922129 | 0.00998385924610647 |
| 36 | 0.985934053555038 | 0.0281318928899229 | 0.0140659464449615 |
| 37 | 0.990573372283796 | 0.0188532554324071 | 0.00942662771620356 |
| 38 | 0.986788910821757 | 0.0264221783564869 | 0.0132110891782435 |
| 39 | 0.984613183278575 | 0.0307736334428502 | 0.0153868167214251 |
| 40 | 0.984959879789106 | 0.0300802404217886 | 0.0150401202108943 |
| 41 | 0.980132003469257 | 0.0397359930614863 | 0.0198679965307431 |
| 42 | 0.977720296130014 | 0.0445594077399723 | 0.0222797038699862 |
| 43 | 0.970371641980239 | 0.0592567160395227 | 0.0296283580197614 |
| 44 | 0.96503816622822 | 0.0699236675435601 | 0.03496183377178 |
| 45 | 0.954540330208453 | 0.0909193395830938 | 0.0454596697915469 |
| 46 | 0.962916846902018 | 0.074166306195964 | 0.037083153097982 |
| 47 | 0.952381050692661 | 0.095237898614678 | 0.047618949307339 |
| 48 | 0.939268744159558 | 0.121462511680884 | 0.060731255840442 |
| 49 | 0.947815741377213 | 0.104368517245575 | 0.0521842586227874 |
| 50 | 0.944617038843507 | 0.110765922312985 | 0.0553829611564927 |
| 51 | 0.931737591272367 | 0.136524817455266 | 0.0682624087276331 |
| 52 | 0.915539140532236 | 0.168921718935528 | 0.0844608594677638 |
| 53 | 0.902865364432769 | 0.194269271134463 | 0.0971346355672313 |
| 54 | 0.887937671064988 | 0.224124657870023 | 0.112062328935012 |
| 55 | 0.882811467548189 | 0.234377064903621 | 0.117188532451811 |
| 56 | 0.864437852519806 | 0.271124294960387 | 0.135562147480194 |
| 57 | 0.850510809892064 | 0.298978380215871 | 0.149489190107936 |
| 58 | 0.823720833728201 | 0.352558332543597 | 0.176279166271799 |
| 59 | 0.865214015371324 | 0.269571969257352 | 0.134785984628676 |
| 60 | 0.862215256339151 | 0.275569487321698 | 0.137784743660849 |
| 61 | 0.882882728730349 | 0.234234542539302 | 0.117117271269651 |
| 62 | 0.883758623875382 | 0.232482752249235 | 0.116241376124618 |
| 63 | 0.931662249323344 | 0.136675501353312 | 0.0683377506766558 |
| 64 | 0.920159590273038 | 0.159680819453924 | 0.079840409726962 |
| 65 | 0.909763761964201 | 0.180472476071598 | 0.0902362380357989 |
| 66 | 0.920839115917037 | 0.158321768165925 | 0.0791608840829626 |
| 67 | 0.920024849585607 | 0.159950300828785 | 0.0799751504143925 |
| 68 | 0.911233382981599 | 0.177533234036803 | 0.0887666170184015 |
| 69 | 0.941933489247692 | 0.116133021504617 | 0.0580665107523084 |
| 70 | 0.946385028672879 | 0.107229942654242 | 0.053614971327121 |
| 71 | 0.941090311701143 | 0.117819376597713 | 0.0589096882988566 |
| 72 | 0.961068599372108 | 0.0778628012557845 | 0.0389314006278923 |
| 73 | 0.952588293452193 | 0.0948234130956142 | 0.0474117065478071 |
| 74 | 0.941998884826833 | 0.116002230346334 | 0.0580011151731672 |
| 75 | 0.935143540647136 | 0.129712918705728 | 0.064856459352864 |
| 76 | 0.921582728316182 | 0.156834543367636 | 0.0784172716838179 |
| 77 | 0.937619105001912 | 0.124761789996176 | 0.062380894998088 |
| 78 | 0.926044313105937 | 0.147911373788125 | 0.0739556868940626 |
| 79 | 0.919672931637549 | 0.160654136724901 | 0.0803270683624506 |
| 80 | 0.912994048513382 | 0.174011902973237 | 0.0870059514866183 |
| 81 | 0.896442677822583 | 0.207114644354834 | 0.103557322177417 |
| 82 | 0.878486239475081 | 0.243027521049839 | 0.121513760524919 |
| 83 | 0.872940207476295 | 0.25411958504741 | 0.127059792523705 |
| 84 | 0.8546154848785 | 0.290769030243001 | 0.1453845151215 |
| 85 | 0.831574347739424 | 0.336851304521152 | 0.168425652260576 |
| 86 | 0.808979353581946 | 0.382041292836108 | 0.191020646418054 |
| 87 | 0.78215508400283 | 0.435689831994341 | 0.21784491599717 |
| 88 | 0.753175084313577 | 0.493649831372845 | 0.246824915686423 |
| 89 | 0.821660023904459 | 0.356679952191082 | 0.178339976095541 |
| 90 | 0.852555299029093 | 0.294889401941814 | 0.147444700970907 |
| 91 | 0.830448532404898 | 0.339102935190204 | 0.169551467595102 |
| 92 | 0.807685688430541 | 0.384628623138918 | 0.192314311569459 |
| 93 | 0.785512573800584 | 0.428974852398832 | 0.214487426199416 |
| 94 | 0.762978657270658 | 0.474042685458684 | 0.237021342729342 |
| 95 | 0.737313100749981 | 0.525373798500037 | 0.262686899250018 |
| 96 | 0.712745071616861 | 0.574509856766279 | 0.287254928383139 |
| 97 | 0.686616517893039 | 0.626766964213923 | 0.313383482106961 |
| 98 | 0.684439383196475 | 0.63112123360705 | 0.315560616803525 |
| 99 | 0.650930703579614 | 0.698138592840773 | 0.349069296420386 |
| 100 | 0.640280223318653 | 0.719439553362694 | 0.359719776681347 |
| 101 | 0.616655235846849 | 0.766689528306301 | 0.383344764153151 |
| 102 | 0.586978773365518 | 0.826042453268965 | 0.413021226634482 |
| 103 | 0.6377644522201 | 0.7244710955598 | 0.3622355477799 |
| 104 | 0.623251525335998 | 0.753496949328005 | 0.376748474664002 |
| 105 | 0.64061840438048 | 0.718763191239039 | 0.35938159561952 |
| 106 | 0.613905961073026 | 0.772188077853948 | 0.386094038926974 |
| 107 | 0.603805095542675 | 0.792389808914651 | 0.396194904457325 |
| 108 | 0.644425220626976 | 0.711149558746048 | 0.355574779373024 |
| 109 | 0.613576378682154 | 0.772847242635692 | 0.386423621317846 |
| 110 | 0.586552883768723 | 0.826894232462555 | 0.413447116231277 |
| 111 | 0.59418224065849 | 0.81163551868302 | 0.40581775934151 |
| 112 | 0.621603928308835 | 0.75679214338233 | 0.378396071691165 |
| 113 | 0.609430669616518 | 0.781138660766963 | 0.390569330383482 |
| 114 | 0.696202741916057 | 0.607594516167886 | 0.303797258083943 |
| 115 | 0.66637751342477 | 0.66724497315046 | 0.33362248657523 |
| 116 | 0.639691744225935 | 0.72061651154813 | 0.360308255774065 |
| 117 | 0.605796336717718 | 0.788407326564565 | 0.394203663282282 |
| 118 | 0.581841002559814 | 0.836317994880372 | 0.418158997440186 |
| 119 | 0.546766491509426 | 0.906467016981149 | 0.453233508490574 |
| 120 | 0.514775065364371 | 0.970449869271258 | 0.485224934635629 |
| 121 | 0.48555768333974 | 0.97111536667948 | 0.51444231666026 |
| 122 | 0.452675234895943 | 0.905350469791885 | 0.547324765104057 |
| 123 | 0.425557384495198 | 0.851114768990397 | 0.574442615504801 |
| 124 | 0.393619320689421 | 0.787238641378842 | 0.606380679310579 |
| 125 | 0.38530708007611 | 0.770614160152219 | 0.61469291992389 |
| 126 | 0.355651483380899 | 0.711302966761799 | 0.644348516619101 |
| 127 | 0.339417332474354 | 0.678834664948708 | 0.660582667525646 |
| 128 | 0.441320396359239 | 0.882640792718477 | 0.558679603640761 |
| 129 | 0.421959917184985 | 0.843919834369971 | 0.578040082815015 |
| 130 | 0.412335028343624 | 0.824670056687248 | 0.587664971656376 |
| 131 | 0.400215795890695 | 0.80043159178139 | 0.599784204109305 |
| 132 | 0.371017503906677 | 0.742035007813354 | 0.628982496093323 |
| 133 | 0.388190057756823 | 0.776380115513646 | 0.611809942243177 |
| 134 | 0.358790956430758 | 0.717581912861517 | 0.641209043569242 |
| 135 | 0.367991196908355 | 0.735982393816711 | 0.632008803091645 |
| 136 | 0.356430478107951 | 0.712860956215902 | 0.643569521892049 |
| 137 | 0.326603248222465 | 0.65320649644493 | 0.673396751777535 |
| 138 | 0.302996982538862 | 0.605993965077725 | 0.697003017461138 |
| 139 | 0.27633683415127 | 0.552673668302539 | 0.72366316584873 |
| 140 | 0.253076205248993 | 0.506152410497985 | 0.746923794751007 |
| 141 | 0.22573470491672 | 0.45146940983344 | 0.77426529508328 |
| 142 | 0.229553436901391 | 0.459106873802782 | 0.770446563098609 |
| 143 | 0.205045196521739 | 0.410090393043477 | 0.794954803478261 |
| 144 | 0.18457405343153 | 0.36914810686306 | 0.81542594656847 |
| 145 | 0.172434972128925 | 0.34486994425785 | 0.827565027871075 |
| 146 | 0.165166954751454 | 0.330333909502907 | 0.834833045248546 |
| 147 | 0.172736663241632 | 0.345473326483264 | 0.827263336758368 |
| 148 | 0.190156966130862 | 0.380313932261725 | 0.809843033869138 |
| 149 | 0.209652546778626 | 0.419305093557252 | 0.790347453221374 |
| 150 | 0.206288876836588 | 0.412577753673176 | 0.793711123163412 |
| 151 | 0.18459971853102 | 0.36919943706204 | 0.81540028146898 |
| 152 | 0.165001521794486 | 0.330003043588971 | 0.834998478205514 |
| 153 | 0.178431104557289 | 0.356862209114578 | 0.821568895442711 |
| 154 | 0.214109960241742 | 0.428219920483484 | 0.785890039758258 |
| 155 | 0.192741633501909 | 0.385483267003819 | 0.807258366498091 |
| 156 | 0.1726680454008 | 0.345336090801601 | 0.8273319545992 |
| 157 | 0.150563442493879 | 0.301126884987757 | 0.849436557506121 |
| 158 | 0.220437562672314 | 0.440875125344628 | 0.779562437327686 |
| 159 | 0.246264428923818 | 0.492528857847637 | 0.753735571076182 |
| 160 | 0.220663905711651 | 0.441327811423303 | 0.779336094288349 |
| 161 | 0.194210719236505 | 0.388421438473011 | 0.805789280763495 |
| 162 | 0.171710777526791 | 0.343421555053582 | 0.828289222473209 |
| 163 | 0.151718053600522 | 0.303436107201044 | 0.848281946399478 |
| 164 | 0.254986160184772 | 0.509972320369545 | 0.745013839815228 |
| 165 | 0.251775664816336 | 0.503551329632672 | 0.748224335183664 |
| 166 | 0.247590273070301 | 0.495180546140602 | 0.752409726929699 |
| 167 | 0.219722822999634 | 0.439445645999268 | 0.780277177000366 |
| 168 | 0.197981063776221 | 0.395962127552441 | 0.802018936223779 |
| 169 | 0.251854871473591 | 0.503709742947181 | 0.748145128526409 |
| 170 | 0.274196723819593 | 0.548393447639187 | 0.725803276180407 |
| 171 | 0.247032191523989 | 0.494064383047977 | 0.752967808476012 |
| 172 | 0.243402366501165 | 0.48680473300233 | 0.756597633498835 |
| 173 | 0.397039666689901 | 0.794079333379802 | 0.602960333310099 |
| 174 | 0.385499067850318 | 0.770998135700635 | 0.614500932149682 |
| 175 | 0.410812557240474 | 0.821625114480948 | 0.589187442759526 |
| 176 | 0.416559839340473 | 0.833119678680946 | 0.583440160659527 |
| 177 | 0.467612049733355 | 0.935224099466709 | 0.532387950266645 |
| 178 | 0.434503975220357 | 0.869007950440713 | 0.565496024779643 |
| 179 | 0.414788035725322 | 0.829576071450644 | 0.585211964274678 |
| 180 | 0.410607035041141 | 0.821214070082283 | 0.589392964958859 |
| 181 | 0.373584774481298 | 0.747169548962596 | 0.626415225518702 |
| 182 | 0.362892619772767 | 0.725785239545534 | 0.637107380227233 |
| 183 | 0.327377163432445 | 0.654754326864889 | 0.672622836567555 |
| 184 | 0.299486780211088 | 0.598973560422176 | 0.700513219788912 |
| 185 | 0.315179341075242 | 0.630358682150485 | 0.684820658924758 |
| 186 | 0.309111657268883 | 0.618223314537765 | 0.690888342731117 |
| 187 | 0.276825376749916 | 0.553650753499833 | 0.723174623250084 |
| 188 | 0.251565406736481 | 0.503130813472962 | 0.748434593263519 |
| 189 | 0.222853363952596 | 0.445706727905192 | 0.777146636047404 |
| 190 | 0.201645215653943 | 0.403290431307885 | 0.798354784346057 |
| 191 | 0.204160337224527 | 0.408320674449055 | 0.795839662775473 |
| 192 | 0.185767446071582 | 0.371534892143165 | 0.814232553928418 |
| 193 | 0.203820619672967 | 0.407641239345935 | 0.796179380327033 |
| 194 | 0.190127696719572 | 0.380255393439145 | 0.809872303280428 |
| 195 | 0.190950408515064 | 0.381900817030129 | 0.809049591484936 |
| 196 | 0.198425024833912 | 0.396850049667823 | 0.801574975166088 |
| 197 | 0.243698375579315 | 0.48739675115863 | 0.756301624420685 |
| 198 | 0.226493375901267 | 0.452986751802534 | 0.773506624098733 |
| 199 | 0.254552671201302 | 0.509105342402603 | 0.745447328798698 |
| 200 | 0.222883222927051 | 0.445766445854101 | 0.777116777072949 |
| 201 | 0.253155626162092 | 0.506311252324183 | 0.746844373837908 |
| 202 | 0.234157189787599 | 0.468314379575198 | 0.765842810212401 |
| 203 | 0.294476384603551 | 0.588952769207101 | 0.705523615396449 |
| 204 | 0.261027921436 | 0.522055842872 | 0.738972078564 |
| 205 | 0.229337292350625 | 0.45867458470125 | 0.770662707649375 |
| 206 | 0.210362071683827 | 0.420724143367654 | 0.789637928316173 |
| 207 | 0.180422222434876 | 0.360844444869752 | 0.819577777565124 |
| 208 | 0.20187470762747 | 0.403749415254939 | 0.79812529237253 |
| 209 | 0.172050509944267 | 0.344101019888533 | 0.827949490055733 |
| 210 | 0.187874756440424 | 0.375749512880848 | 0.812125243559576 |
| 211 | 0.211366824527744 | 0.422733649055487 | 0.788633175472256 |
| 212 | 0.197305764616629 | 0.394611529233257 | 0.802694235383371 |
| 213 | 0.171302983272477 | 0.342605966544953 | 0.828697016727523 |
| 214 | 0.213502948803311 | 0.427005897606623 | 0.786497051196689 |
| 215 | 0.187263911427158 | 0.374527822854316 | 0.812736088572842 |
| 216 | 0.176294270546369 | 0.352588541092737 | 0.823705729453631 |
| 217 | 0.207252189552249 | 0.414504379104497 | 0.792747810447751 |
| 218 | 0.178520980024689 | 0.357041960049378 | 0.821479019975311 |
| 219 | 0.164765723102825 | 0.329531446205651 | 0.835234276897175 |
| 220 | 0.171787831021176 | 0.343575662042352 | 0.828212168978824 |
| 221 | 0.176701300949722 | 0.353402601899443 | 0.823298699050278 |
| 222 | 0.179019743844808 | 0.358039487689615 | 0.820980256155192 |
| 223 | 0.163087148870828 | 0.326174297741655 | 0.836912851129172 |
| 224 | 0.134519499011631 | 0.269038998023261 | 0.865480500988369 |
| 225 | 0.120551332606294 | 0.241102665212587 | 0.879448667393706 |
| 226 | 0.145351761512338 | 0.290703523024677 | 0.854648238487662 |
| 227 | 0.323596792807737 | 0.647193585615474 | 0.676403207192263 |
| 228 | 0.2997899800964 | 0.599579960192801 | 0.7002100199036 |
| 229 | 0.273257451057791 | 0.546514902115583 | 0.726742548942209 |
| 230 | 0.257074086710722 | 0.514148173421444 | 0.742925913289278 |
| 231 | 0.217447402662937 | 0.434894805325875 | 0.782552597337063 |
| 232 | 0.25076742551295 | 0.5015348510259 | 0.74923257448705 |
| 233 | 0.209473990123595 | 0.41894798024719 | 0.790526009876405 |
| 234 | 0.172361110736719 | 0.344722221473438 | 0.827638889263281 |
| 235 | 0.171193389272291 | 0.342386778544581 | 0.828806610727709 |
| 236 | 0.148734723918951 | 0.297469447837901 | 0.851265276081049 |
| 237 | 0.122028405315276 | 0.244056810630552 | 0.877971594684724 |
| 238 | 0.092611594353325 | 0.18522318870665 | 0.907388405646675 |
| 239 | 0.187082595824888 | 0.374165191649776 | 0.812917404175112 |
| 240 | 0.180889336273333 | 0.361778672546666 | 0.819110663726667 |
| 241 | 0.152137246796433 | 0.304274493592865 | 0.847862753203567 |
| 242 | 0.322973091247979 | 0.645946182495959 | 0.677026908752021 |
| 243 | 0.280591340166642 | 0.561182680333285 | 0.719408659833358 |
| 244 | 0.225633550504806 | 0.451267101009613 | 0.774366449495194 |
| 245 | 0.338281892384469 | 0.676563784768938 | 0.661718107615531 |
| 246 | 0.258916819172534 | 0.517833638345068 | 0.741083180827466 |
| 247 | 0.190492569946483 | 0.380985139892966 | 0.809507430053517 |
| 248 | 0.309307227413507 | 0.618614454827014 | 0.690692772586493 |
| 249 | 0.223495672885987 | 0.446991345771973 | 0.776504327114013 |
| 250 | 0.148199071484991 | 0.296398142969982 | 0.851800928515009 |
| 251 | 0.235889599696661 | 0.471779199393322 | 0.764110400303339 |
| 252 | 0.743668582161259 | 0.512662835677483 | 0.256331417838741 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 7 | 0.029045643153527 | NOK |
| 5% type I error level | 18 | 0.0746887966804979 | NOK |
| 10% type I error level | 28 | 0.116182572614108 | NOK |
