| Multiple Linear Regression - Estimated Regression Equation |
| Software[t] = + 1.32524824354712 -0.0106466905173504Connected[t] + 0.0375201181118368Separate[t] + 0.574624311162201Learning[t] -0.00589175215589685Happiness[t] -0.0103371273021427Depression[t] + 0.0133695427793441Belonging[t] -0.0142351346260244Belonging_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) | 1.32524824354712 | 1.87746 | 0.7059 | 0.480909 | 0.240455 |
| Connected | -0.0106466905173504 | 0.033949 | -0.3136 | 0.754075 | 0.377037 |
| Separate | 0.0375201181118368 | 0.034688 | 1.0816 | 0.280427 | 0.140213 |
| Learning | 0.574624311162201 | 0.049047 | 11.7158 | 0 | 0 |
| Happiness | -0.00589175215589685 | 0.056694 | -0.1039 | 0.917312 | 0.458656 |
| Depression | -0.0103371273021427 | 0.041457 | -0.2493 | 0.803293 | 0.401647 |
| Belonging | 0.0133695427793441 | 0.036811 | 0.3632 | 0.716757 | 0.358378 |
| Belonging_Final | -0.0142351346260244 | 0.054905 | -0.2593 | 0.795638 | 0.397819 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.626467947710299 |
| R-squared | 0.392462089508353 |
| Adjusted R-squared | 0.375849724768348 |
| F-TEST (value) | 23.6246973655246 |
| F-TEST (DF numerator) | 7 |
| F-TEST (DF denominator) | 256 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 1.83290619779655 |
| Sum Squared Residuals | 860.043553259773 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 12 | 9.83114586715835 | 2.16885413284165 |
| 2 | 11 | 11.468580317173 | -0.468580317173051 |
| 3 | 15 | 13.3118986872215 | 1.68810131277846 |
| 4 | 6 | 10.9701016956855 | -4.97010169568547 |
| 5 | 13 | 10.4461668429597 | 2.55383315704033 |
| 6 | 10 | 9.65448948872557 | 0.345510511274428 |
| 7 | 12 | 12.8629973422319 | -0.862997342231856 |
| 8 | 14 | 11.1091985805826 | 2.89080141941745 |
| 9 | 12 | 10.4569294272481 | 1.54307057275191 |
| 10 | 9 | 11.1007248366287 | -2.10072483662867 |
| 11 | 10 | 11.4329278671713 | -1.43292786717128 |
| 12 | 12 | 11.4691959373668 | 0.530804062633232 |
| 13 | 12 | 11.5117763972292 | 0.48822360277077 |
| 14 | 11 | 11.5429888309169 | -0.542988830916898 |
| 15 | 15 | 12.330030391166 | 2.66996960883399 |
| 16 | 12 | 10.8778470343681 | 1.12215296563194 |
| 17 | 10 | 10.8969061698015 | -0.896906169801453 |
| 18 | 12 | 14.0328790231848 | -2.03287902318477 |
| 19 | 11 | 12.7651838175469 | -1.76518381754691 |
| 20 | 12 | 11.4001353076294 | 0.599864692370568 |
| 21 | 11 | 11.5112020788709 | -0.511202078870949 |
| 22 | 12 | 11.4255674070769 | 0.574432592923124 |
| 23 | 13 | 13.2993195233196 | -0.299319523319582 |
| 24 | 11 | 11.5951678857416 | -0.595167885741614 |
| 25 | 12 | 12.0749698742032 | -0.0749698742031561 |
| 26 | 13 | 12.112443181474 | 0.887556818526027 |
| 27 | 10 | 11.6451585249252 | -1.64515852492519 |
| 28 | 14 | 11.0401275825605 | 2.95987241743949 |
| 29 | 12 | 11.5752075468097 | 0.424792453190322 |
| 30 | 10 | 10.3163865339469 | -0.316386533946895 |
| 31 | 12 | 10.9624288118679 | 1.03757118813209 |
| 32 | 8 | 9.15446929297082 | -1.15446929297082 |
| 33 | 10 | 10.2727804008856 | -0.272780400885618 |
| 34 | 12 | 11.6977537556879 | 0.302246244312052 |
| 35 | 12 | 10.3082079918512 | 1.69179200814885 |
| 36 | 7 | 8.1148877171814 | -1.1148877171814 |
| 37 | 9 | 7.98167389012276 | 1.01832610987724 |
| 38 | 12 | 10.3495765773342 | 1.65042342266585 |
| 39 | 10 | 11.5313448573675 | -1.53134485736747 |
| 40 | 10 | 11.5294256981593 | -1.52942569815932 |
| 41 | 10 | 11.4933081320218 | -1.49330813202178 |
| 42 | 12 | 10.3835469881 | 1.61645301189998 |
| 43 | 15 | 13.6890348212249 | 1.31096517877511 |
| 44 | 10 | 10.2740245724197 | -0.274024572419661 |
| 45 | 10 | 10.1385157821097 | -0.138515782109744 |
| 46 | 12 | 8.70592384641535 | 3.29407615358465 |
| 47 | 13 | 10.5041980302008 | 2.49580196979917 |
| 48 | 11 | 11.0147709727017 | -0.0147709727016851 |
| 49 | 11 | 11.6979746669636 | -0.697974666963572 |
| 50 | 12 | 10.3378916116669 | 1.66210838833312 |
| 51 | 14 | 11.7429294628888 | 2.25707053711115 |
| 52 | 10 | 10.2540477153803 | -0.254047715380349 |
| 53 | 12 | 9.18291342741127 | 2.81708657258873 |
| 54 | 13 | 11.5416888842237 | 1.45831111577633 |
| 55 | 5 | 7.50222364939796 | -2.50222364939796 |
| 56 | 6 | 10.3980344801777 | -4.39803448017774 |
| 57 | 12 | 11.4998147258463 | 0.500185274153718 |
| 58 | 12 | 11.6026404968069 | 0.397359503193082 |
| 59 | 11 | 11.0912031489452 | -0.0912031489451753 |
| 60 | 10 | 11.5202863400697 | -1.52028634006966 |
| 61 | 7 | 8.95108746508688 | -1.95108746508688 |
| 62 | 12 | 11.5785824284715 | 0.421417571528502 |
| 63 | 14 | 11.6678760374245 | 2.33212396257551 |
| 64 | 11 | 10.3798680664009 | 0.620131933599058 |
| 65 | 12 | 11.3498103361788 | 0.650189663821168 |
| 66 | 13 | 12.308887639125 | 0.691112360874971 |
| 67 | 14 | 12.6423828510488 | 1.35761714895119 |
| 68 | 11 | 12.5597178676945 | -1.55971786769446 |
| 69 | 12 | 9.38491091383378 | 2.61508908616622 |
| 70 | 12 | 11.6263741570863 | 0.373625842913699 |
| 71 | 8 | 8.07018762509651 | -0.0701876250965071 |
| 72 | 11 | 10.4685766054292 | 0.531423394570844 |
| 73 | 14 | 12.9466705390499 | 1.05332946095015 |
| 74 | 14 | 12.9635819587666 | 1.03641804123338 |
| 75 | 12 | 11.3912766173855 | 0.608723382614529 |
| 76 | 9 | 11.9091795275438 | -2.90917952754383 |
| 77 | 13 | 11.6027688071953 | 1.39723119280473 |
| 78 | 11 | 11.3642019920859 | -0.364201992085947 |
| 79 | 12 | 9.7980251449569 | 2.2019748550431 |
| 80 | 12 | 11.2209218056998 | 0.779078194300202 |
| 81 | 12 | 11.7179136912049 | 0.282086308795064 |
| 82 | 12 | 11.6620934752776 | 0.33790652472237 |
| 83 | 12 | 10.9344015313818 | 1.06559846861821 |
| 84 | 11 | 11.0034421768309 | -0.00344217683090933 |
| 85 | 10 | 11.4745563780127 | -1.47455637801265 |
| 86 | 9 | 10.5680746795337 | -1.56807467953366 |
| 87 | 12 | 11.5616731905457 | 0.438326809454327 |
| 88 | 12 | 11.4316731565849 | 0.568326843415071 |
| 89 | 12 | 10.8865341614948 | 1.11346583850519 |
| 90 | 9 | 9.32803481199869 | -0.328034811998688 |
| 91 | 15 | 11.9317706341257 | 3.06822936587432 |
| 92 | 12 | 11.8368075605664 | 0.163192439433554 |
| 93 | 12 | 10.8299567276987 | 1.1700432723013 |
| 94 | 12 | 9.80691903262861 | 2.19308096737139 |
| 95 | 10 | 11.6472762040983 | -1.64727620409826 |
| 96 | 13 | 11.5128064070653 | 1.48719359293469 |
| 97 | 9 | 11.5015419289876 | -2.5015419289876 |
| 98 | 12 | 11.5867720049067 | 0.413227995093293 |
| 99 | 10 | 10.549540258362 | -0.549540258361995 |
| 100 | 14 | 11.6373603678965 | 2.36263963210347 |
| 101 | 11 | 11.5378143089306 | -0.537814308930635 |
| 102 | 15 | 14.0005685518754 | 0.999431448124595 |
| 103 | 11 | 10.7604786166616 | 0.239521383338397 |
| 104 | 11 | 11.7645532744037 | -0.764553274403709 |
| 105 | 12 | 9.64619764872511 | 2.35380235127489 |
| 106 | 12 | 12.1415489165486 | -0.141548916548595 |
| 107 | 12 | 11.6293639465343 | 0.370636053465749 |
| 108 | 11 | 11.4873819337667 | -0.487381933766677 |
| 109 | 7 | 9.21971359820331 | -2.21971359820331 |
| 110 | 12 | 11.6386085935468 | 0.361391406453196 |
| 111 | 14 | 11.5704877726745 | 2.42951222732553 |
| 112 | 11 | 12.4947784611353 | -1.49477846113534 |
| 113 | 11 | 9.80674879480524 | 1.19325120519475 |
| 114 | 10 | 9.21943330152917 | 0.780566698470834 |
| 115 | 13 | 12.6728813112321 | 0.327118688767926 |
| 116 | 13 | 10.5444440922321 | 2.45555590776793 |
| 117 | 8 | 10.5613521042621 | -2.56135210426206 |
| 118 | 11 | 9.90633175707733 | 1.09366824292267 |
| 119 | 12 | 11.6481722405041 | 0.351827759495924 |
| 120 | 11 | 9.85870580374401 | 1.141294196256 |
| 121 | 13 | 11.3362977511445 | 1.66370224885546 |
| 122 | 12 | 10.0731820102523 | 1.92681798974766 |
| 123 | 14 | 11.7270347843016 | 2.27296521569842 |
| 124 | 13 | 10.8577665958815 | 2.14223340411854 |
| 125 | 15 | 11.6241950875899 | 3.3758049124101 |
| 126 | 10 | 10.9675054010245 | -0.967505401024485 |
| 127 | 11 | 12.2481609393575 | -1.24816093935747 |
| 128 | 9 | 11.0468155145957 | -2.04681551459566 |
| 129 | 11 | 9.19977192637827 | 1.80022807362173 |
| 130 | 10 | 11.5777677279679 | -1.57776772796791 |
| 131 | 11 | 8.0272439232119 | 2.9727560767881 |
| 132 | 8 | 11.6645050174388 | -3.66450501743877 |
| 133 | 11 | 9.11506458062597 | 1.88493541937403 |
| 134 | 12 | 10.5239337018359 | 1.47606629816406 |
| 135 | 12 | 10.8349634240088 | 1.1650365759912 |
| 136 | 9 | 9.27233221839196 | -0.272332218391959 |
| 137 | 11 | 10.9130307956976 | 0.0869692043023909 |
| 138 | 10 | 8.63344137234968 | 1.36655862765032 |
| 139 | 8 | 9.20795049536374 | -1.20795049536374 |
| 140 | 9 | 8.76749202066313 | 0.232507979336874 |
| 141 | 8 | 11.5146754534555 | -3.51467545345547 |
| 142 | 9 | 11.1715184764109 | -2.1715184764109 |
| 143 | 15 | 12.2764534377343 | 2.72354656226566 |
| 144 | 11 | 11.2143693239249 | -0.214369323924928 |
| 145 | 8 | 8.00772786405441 | -0.00772786405441555 |
| 146 | 13 | 12.4695552986181 | 0.530444701381938 |
| 147 | 12 | 9.82485320438624 | 2.17514679561376 |
| 148 | 12 | 11.5051568765134 | 0.494843123486583 |
| 149 | 9 | 9.69510314207846 | -0.695103142078459 |
| 150 | 7 | 8.29383716081634 | -1.29383716081634 |
| 151 | 13 | 11.0205148893713 | 1.97948511062867 |
| 152 | 9 | 11.761309070255 | -2.76130907025502 |
| 153 | 6 | 11.7514022634679 | -5.75140226346793 |
| 154 | 8 | 10.302054850673 | -2.30205485067298 |
| 155 | 8 | 7.93744563095987 | 0.0625543690401274 |
| 156 | 15 | 11.9317706341257 | 3.06822936587432 |
| 157 | 6 | 9.92609791268162 | -3.92609791268162 |
| 158 | 9 | 11.0468155145957 | -2.04681551459566 |
| 159 | 11 | 11.5853163279229 | -0.585316327922916 |
| 160 | 8 | 9.46032591404247 | -1.46032591404247 |
| 161 | 8 | 9.80979650720862 | -1.80979650720862 |
| 162 | 10 | 9.4466971733023 | 0.553302826697704 |
| 163 | 8 | 9.0528929676546 | -1.0528929676546 |
| 164 | 14 | 12.0109863874036 | 1.98901361259637 |
| 165 | 10 | 11.151420517948 | -1.15142051794805 |
| 166 | 8 | 7.89120699186945 | 0.108793008130549 |
| 167 | 11 | 10.4417595989194 | 0.558240401080564 |
| 168 | 12 | 8.45488409970177 | 3.54511590029823 |
| 169 | 12 | 10.0252672696833 | 1.97473273031674 |
| 170 | 12 | 11.7732629906953 | 0.226737009304685 |
| 171 | 5 | 8.96971454563988 | -3.96971454563988 |
| 172 | 12 | 11.6421483281033 | 0.357851671896677 |
| 173 | 10 | 9.29413151253336 | 0.705868487466639 |
| 174 | 7 | 7.16436534170705 | -0.164365341707047 |
| 175 | 12 | 8.99563289314584 | 3.00436710685416 |
| 176 | 11 | 11.163974437837 | -0.163974437837032 |
| 177 | 8 | 9.14357463988117 | -1.14357463988117 |
| 178 | 9 | 9.10903142012653 | -0.109031420126534 |
| 179 | 10 | 10.3175443942803 | -0.317544394280289 |
| 180 | 9 | 9.38635156340575 | -0.386351563405752 |
| 181 | 12 | 11.5426835524635 | 0.457316447536502 |
| 182 | 6 | 8.54157696438228 | -2.54157696438228 |
| 183 | 15 | 13.3712243899642 | 1.62877561003581 |
| 184 | 12 | 10.941103607994 | 1.05889639200603 |
| 185 | 12 | 6.93755931670681 | 5.06244068329319 |
| 186 | 12 | 11.646008508531 | 0.353991491469044 |
| 187 | 11 | 12.1362957548222 | -1.13629575482223 |
| 188 | 7 | 9.17914412006931 | -2.17914412006931 |
| 189 | 7 | 8.47216035002414 | -1.47216035002414 |
| 190 | 5 | 8.63462873386742 | -3.63462873386742 |
| 191 | 12 | 10.5322829713749 | 1.46771702862507 |
| 192 | 12 | 11.8059816886582 | 0.194018311341756 |
| 193 | 3 | 9.19939938424006 | -6.19939938424006 |
| 194 | 11 | 11.5499152462762 | -0.549915246276219 |
| 195 | 10 | 9.75847906367855 | 0.241520936321452 |
| 196 | 12 | 11.0912253676005 | 0.908774632399493 |
| 197 | 9 | 11.4143908746151 | -2.41439087461511 |
| 198 | 12 | 11.7272874521167 | 0.272712547883319 |
| 199 | 9 | 10.3154839456045 | -1.31548394560453 |
| 200 | 12 | 11.6352004857799 | 0.364799514220089 |
| 201 | 12 | 11.3928356446671 | 0.6071643553329 |
| 202 | 10 | 10.3807428275262 | -0.380742827526229 |
| 203 | 9 | 8.63822371739232 | 0.361776282607678 |
| 204 | 12 | 9.06180931739947 | 2.93819068260053 |
| 205 | 8 | 11.0173677482417 | -3.01736774824173 |
| 206 | 11 | 11.0593558556504 | -0.0593558556504032 |
| 207 | 11 | 11.6817960981777 | -0.681796098177671 |
| 208 | 12 | 11.5019294131538 | 0.498070586846156 |
| 209 | 10 | 8.58920821614969 | 1.41079178385031 |
| 210 | 10 | 11.0137606311245 | -1.01376063112446 |
| 211 | 12 | 9.15440481689178 | 2.84559518310822 |
| 212 | 12 | 9.59571388667067 | 2.40428611332932 |
| 213 | 11 | 11.2107788076307 | -0.210778807630742 |
| 214 | 8 | 10.9912280814446 | -2.99122808144456 |
| 215 | 12 | 11.5456207312731 | 0.454379268726853 |
| 216 | 10 | 10.0725050418521 | -0.0725050418521001 |
| 217 | 11 | 12.2380408288634 | -1.23804082886342 |
| 218 | 10 | 10.3933666777677 | -0.393366677767742 |
| 219 | 8 | 9.7538140090542 | -1.7538140090542 |
| 220 | 12 | 11.1475961015017 | 0.852403898498348 |
| 221 | 12 | 9.83330827533153 | 2.16669172466847 |
| 222 | 10 | 10.4319693578599 | -0.431969357859882 |
| 223 | 12 | 10.8955283743587 | 1.10447162564134 |
| 224 | 9 | 9.24618707954441 | -0.24618707954441 |
| 225 | 9 | 9.86545176507268 | -0.865451765072683 |
| 226 | 6 | 7.12264172479158 | -1.12264172479158 |
| 227 | 10 | 10.267129149499 | -0.267129149499015 |
| 228 | 9 | 10.4578718928652 | -1.4578718928652 |
| 229 | 9 | 8.52191831037926 | 0.478081689620741 |
| 230 | 9 | 9.29652191081022 | -0.296521910810222 |
| 231 | 6 | 9.68957704502704 | -3.68957704502704 |
| 232 | 10 | 8.19690869277999 | 1.80309130722001 |
| 233 | 6 | 11.5357853479969 | -5.53578534799692 |
| 234 | 14 | 12.5256023760986 | 1.47439762390145 |
| 235 | 10 | 9.78297956699866 | 0.217020433001337 |
| 236 | 10 | 8.54018661886383 | 1.45981338113617 |
| 237 | 6 | 4.4133178123308 | 1.5866821876692 |
| 238 | 12 | 9.4128688824046 | 2.5871311175954 |
| 239 | 12 | 11.5514772279173 | 0.448522772082698 |
| 240 | 7 | 7.95057370460939 | -0.950573704609391 |
| 241 | 8 | 9.38190844361464 | -1.38190844361465 |
| 242 | 11 | 9.14236169733308 | 1.85763830266692 |
| 243 | 3 | 7.8650560344008 | -4.8650560344008 |
| 244 | 6 | 9.73778339392977 | -3.73778339392977 |
| 245 | 10 | 10.8225533314636 | -0.822553331463583 |
| 246 | 8 | 9.27826106412865 | -1.27826106412866 |
| 247 | 9 | 10.4078670696946 | -1.40786706969456 |
| 248 | 9 | 7.74405679612789 | 1.25594320387211 |
| 249 | 8 | 8.77694481951701 | -0.776944819517015 |
| 250 | 9 | 8.79299850468537 | 0.207001495314632 |
| 251 | 7 | 8.69664855178853 | -1.69664855178853 |
| 252 | 7 | 8.04224341487795 | -1.04224341487795 |
| 253 | 6 | 9.2457335701095 | -3.2457335701095 |
| 254 | 9 | 11.4795908036357 | -2.47959080363571 |
| 255 | 10 | 9.10132712148532 | 0.898672878514683 |
| 256 | 11 | 10.3040556618127 | 0.695944338187263 |
| 257 | 12 | 11.6553469009567 | 0.344653099043277 |
| 258 | 8 | 10.2609971797956 | -2.26099717979557 |
| 259 | 11 | 9.74580640999468 | 1.25419359000532 |
| 260 | 3 | 4.60454537359994 | -1.60454537359994 |
| 261 | 11 | 10.8909413746476 | 0.109058625352396 |
| 262 | 12 | 8.82295925635545 | 3.17704074364455 |
| 263 | 7 | 8.5760546338294 | -1.5760546338294 |
| 264 | 9 | 10.405844587779 | -1.40584458777901 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 11 | 0.991740051939589 | 0.0165198961208211 | 0.00825994806041056 |
| 12 | 0.988295109542296 | 0.0234097809154078 | 0.0117048904577039 |
| 13 | 0.975972897680437 | 0.048054204639126 | 0.024027102319563 |
| 14 | 0.975240817109085 | 0.0495183657818292 | 0.0247591828909146 |
| 15 | 0.962499577468254 | 0.0750008450634911 | 0.0375004225317455 |
| 16 | 0.949395925878092 | 0.101208148243817 | 0.0506040741219083 |
| 17 | 0.921620976359348 | 0.156758047281303 | 0.0783790236406516 |
| 18 | 0.9182376195779 | 0.1635247608442 | 0.0817623804220999 |
| 19 | 0.901424813558967 | 0.197150372882066 | 0.0985751864410328 |
| 20 | 0.861371064581757 | 0.277257870836486 | 0.138628935418243 |
| 21 | 0.82718018506771 | 0.345639629864581 | 0.17281981493229 |
| 22 | 0.779401485070511 | 0.441197029858978 | 0.220598514929489 |
| 23 | 0.733998732962335 | 0.532002534075329 | 0.266001267037665 |
| 24 | 0.694852495931117 | 0.610295008137766 | 0.305147504068883 |
| 25 | 0.642995262566071 | 0.714009474867857 | 0.357004737433929 |
| 26 | 0.64189822843164 | 0.71620354313672 | 0.35810177156836 |
| 27 | 0.659873478679343 | 0.680253042641315 | 0.340126521320657 |
| 28 | 0.67025686635181 | 0.65948626729638 | 0.32974313364819 |
| 29 | 0.610175790217765 | 0.779648419564469 | 0.389824209782235 |
| 30 | 0.56200233883518 | 0.875995322329641 | 0.43799766116482 |
| 31 | 0.511644552638572 | 0.976710894722855 | 0.488355447361427 |
| 32 | 0.527814153238108 | 0.944371693523783 | 0.472185846761892 |
| 33 | 0.467225852263109 | 0.934451704526219 | 0.532774147736891 |
| 34 | 0.412190174137235 | 0.82438034827447 | 0.587809825862765 |
| 35 | 0.394828367568558 | 0.789656735137116 | 0.605171632431442 |
| 36 | 0.381648786229593 | 0.763297572459187 | 0.618351213770407 |
| 37 | 0.331445547197668 | 0.662891094395336 | 0.668554452802332 |
| 38 | 0.315466896207096 | 0.630933792414193 | 0.684533103792904 |
| 39 | 0.296056077771831 | 0.592112155543663 | 0.703943922228169 |
| 40 | 0.270908544253358 | 0.541817088506715 | 0.729091455746642 |
| 41 | 0.241490098854251 | 0.482980197708502 | 0.758509901145749 |
| 42 | 0.214600705966039 | 0.429201411932079 | 0.785399294033961 |
| 43 | 0.253167403870122 | 0.506334807740244 | 0.746832596129878 |
| 44 | 0.215192428261743 | 0.430384856523486 | 0.784807571738257 |
| 45 | 0.179609266619349 | 0.359218533238698 | 0.820390733380651 |
| 46 | 0.217321757405695 | 0.43464351481139 | 0.782678242594305 |
| 47 | 0.236309194593791 | 0.472618389187582 | 0.763690805406209 |
| 48 | 0.199587346419001 | 0.399174692838001 | 0.800412653580999 |
| 49 | 0.188700587440145 | 0.377401174880289 | 0.811299412559855 |
| 50 | 0.174402906192301 | 0.348805812384602 | 0.825597093807699 |
| 51 | 0.181626713181167 | 0.363253426362334 | 0.818373286818833 |
| 52 | 0.15204316201862 | 0.304086324037241 | 0.84795683798138 |
| 53 | 0.158246670322998 | 0.316493340645995 | 0.841753329677002 |
| 54 | 0.139249523554868 | 0.278499047109735 | 0.860750476445132 |
| 55 | 0.21053841755837 | 0.42107683511674 | 0.78946158244163 |
| 56 | 0.475260881649888 | 0.950521763299777 | 0.524739118350112 |
| 57 | 0.432603811573757 | 0.865207623147514 | 0.567396188426243 |
| 58 | 0.39037556345365 | 0.780751126907301 | 0.60962443654635 |
| 59 | 0.350019728365569 | 0.700039456731139 | 0.649980271634431 |
| 60 | 0.346128014747834 | 0.692256029495667 | 0.653871985252166 |
| 61 | 0.34994643520086 | 0.699892870401719 | 0.65005356479914 |
| 62 | 0.31150611051119 | 0.62301222102238 | 0.68849388948881 |
| 63 | 0.321419593128287 | 0.642839186256574 | 0.678580406871713 |
| 64 | 0.285365081641409 | 0.570730163282817 | 0.714634918358591 |
| 65 | 0.260246507715144 | 0.520493015430287 | 0.739753492284856 |
| 66 | 0.227791262807511 | 0.455582525615022 | 0.772208737192489 |
| 67 | 0.20929411403542 | 0.41858822807084 | 0.79070588596458 |
| 68 | 0.189153119723932 | 0.378306239447864 | 0.810846880276068 |
| 69 | 0.188430960876572 | 0.376861921753145 | 0.811569039123428 |
| 70 | 0.162031012681519 | 0.324062025363038 | 0.837968987318481 |
| 71 | 0.142906395459345 | 0.285812790918689 | 0.857093604540655 |
| 72 | 0.122029080095376 | 0.244058160190751 | 0.877970919904624 |
| 73 | 0.104174871651209 | 0.208349743302419 | 0.895825128348791 |
| 74 | 0.0885868820785871 | 0.177173764157174 | 0.911413117921413 |
| 75 | 0.0795368582261259 | 0.159073716452252 | 0.920463141773874 |
| 76 | 0.100638059181433 | 0.201276118362866 | 0.899361940818567 |
| 77 | 0.0900532323571547 | 0.180106464714309 | 0.909946767642845 |
| 78 | 0.074689418199085 | 0.14937883639817 | 0.925310581800915 |
| 79 | 0.0799307370632206 | 0.159861474126441 | 0.920069262936779 |
| 80 | 0.0767122073617469 | 0.153424414723494 | 0.923287792638253 |
| 81 | 0.0636740648986882 | 0.127348129797376 | 0.936325935101312 |
| 82 | 0.0526335991774793 | 0.105267198354959 | 0.947366400822521 |
| 83 | 0.0457832337580367 | 0.0915664675160735 | 0.954216766241963 |
| 84 | 0.0372254613375857 | 0.0744509226751714 | 0.962774538662414 |
| 85 | 0.0341066557892772 | 0.0682133115785544 | 0.965893344210723 |
| 86 | 0.0388002147879315 | 0.077600429575863 | 0.961199785212069 |
| 87 | 0.031425993761874 | 0.062851987523748 | 0.968574006238126 |
| 88 | 0.0256129755572357 | 0.0512259511144715 | 0.974387024442764 |
| 89 | 0.0217311852448596 | 0.0434623704897191 | 0.97826881475514 |
| 90 | 0.0181921182669952 | 0.0363842365339904 | 0.981807881733005 |
| 91 | 0.0300013841157717 | 0.0600027682315435 | 0.969998615884228 |
| 92 | 0.0248725771944579 | 0.0497451543889157 | 0.975127422805542 |
| 93 | 0.02269473667793 | 0.0453894733558599 | 0.97730526332207 |
| 94 | 0.0244079014574943 | 0.0488158029149885 | 0.975592098542506 |
| 95 | 0.024415042955121 | 0.0488300859102419 | 0.975584957044879 |
| 96 | 0.0221559763157406 | 0.0443119526314812 | 0.977844023684259 |
| 97 | 0.0272574865391359 | 0.0545149730782718 | 0.972742513460864 |
| 98 | 0.0220915492546153 | 0.0441830985092307 | 0.977908450745385 |
| 99 | 0.0186951723249676 | 0.0373903446499352 | 0.981304827675032 |
| 100 | 0.0218668275458214 | 0.0437336550916429 | 0.978133172454179 |
| 101 | 0.0180529550651881 | 0.0361059101303761 | 0.981947044934812 |
| 102 | 0.0153229274032571 | 0.0306458548065141 | 0.984677072596743 |
| 103 | 0.012163897832049 | 0.0243277956640979 | 0.987836102167951 |
| 104 | 0.0107545257489956 | 0.0215090514979912 | 0.989245474251004 |
| 105 | 0.0120594611898531 | 0.0241189223797061 | 0.987940538810147 |
| 106 | 0.00943281083511611 | 0.0188656216702322 | 0.990567189164884 |
| 107 | 0.00741117090015162 | 0.0148223418003032 | 0.992588829099848 |
| 108 | 0.00607659949884643 | 0.0121531989976929 | 0.993923400501154 |
| 109 | 0.00853939374602589 | 0.0170787874920518 | 0.991460606253974 |
| 110 | 0.00665424482122996 | 0.0133084896424599 | 0.99334575517877 |
| 111 | 0.00767385722983446 | 0.0153477144596689 | 0.992326142770166 |
| 112 | 0.00802764424402007 | 0.0160552884880401 | 0.99197235575598 |
| 113 | 0.00665480622222963 | 0.0133096124444593 | 0.99334519377777 |
| 114 | 0.00537791265792865 | 0.0107558253158573 | 0.994622087342071 |
| 115 | 0.00418660641328748 | 0.00837321282657496 | 0.995813393586713 |
| 116 | 0.00492560330348943 | 0.00985120660697886 | 0.995074396696511 |
| 117 | 0.0070966621017568 | 0.0141933242035136 | 0.992903337898243 |
| 118 | 0.005933367059507 | 0.011866734119014 | 0.994066632940493 |
| 119 | 0.00460244531738274 | 0.00920489063476547 | 0.995397554682617 |
| 120 | 0.00386210006874931 | 0.00772420013749861 | 0.996137899931251 |
| 121 | 0.0037145329877362 | 0.00742906597547241 | 0.996285467012264 |
| 122 | 0.00374002639699872 | 0.00748005279399745 | 0.996259973603001 |
| 123 | 0.00443300574830565 | 0.0088660114966113 | 0.995566994251694 |
| 124 | 0.00507284077202616 | 0.0101456815440523 | 0.994927159227974 |
| 125 | 0.00911585322845748 | 0.018231706456915 | 0.990884146771543 |
| 126 | 0.0075837950491324 | 0.0151675900982648 | 0.992416204950868 |
| 127 | 0.00650567242870773 | 0.0130113448574155 | 0.993494327571292 |
| 128 | 0.00676254945966308 | 0.0135250989193262 | 0.993237450540337 |
| 129 | 0.00666720500777202 | 0.013334410015544 | 0.993332794992228 |
| 130 | 0.00666624927295091 | 0.0133324985459018 | 0.993333750727049 |
| 131 | 0.0084697515484522 | 0.0169395030969044 | 0.991530248451548 |
| 132 | 0.0171888148368684 | 0.0343776296737368 | 0.982811185163132 |
| 133 | 0.0167755343009769 | 0.0335510686019538 | 0.983224465699023 |
| 134 | 0.0157068930167472 | 0.0314137860334944 | 0.984293106983253 |
| 135 | 0.0136533836972139 | 0.0273067673944278 | 0.986346616302786 |
| 136 | 0.0111100680160162 | 0.0222201360320325 | 0.988889931983984 |
| 137 | 0.00881259240672892 | 0.0176251848134578 | 0.991187407593271 |
| 138 | 0.00790389435555495 | 0.0158077887111099 | 0.992096105644445 |
| 139 | 0.0070443164480192 | 0.0140886328960384 | 0.992955683551981 |
| 140 | 0.00572023610908725 | 0.0114404722181745 | 0.994279763890913 |
| 141 | 0.0108772231348659 | 0.0217544462697318 | 0.989122776865134 |
| 142 | 0.0127360906243045 | 0.0254721812486091 | 0.987263909375695 |
| 143 | 0.0169800889975287 | 0.0339601779950574 | 0.983019911002471 |
| 144 | 0.0135881673400009 | 0.0271763346800018 | 0.986411832659999 |
| 145 | 0.0107619124311761 | 0.0215238248623522 | 0.989238087568824 |
| 146 | 0.00872101441088848 | 0.017442028821777 | 0.991278985589112 |
| 147 | 0.00974006658613346 | 0.0194801331722669 | 0.990259933413867 |
| 148 | 0.00784822387456505 | 0.0156964477491301 | 0.992151776125435 |
| 149 | 0.00659330773065958 | 0.0131866154613192 | 0.99340669226934 |
| 150 | 0.00595408549060431 | 0.0119081709812086 | 0.994045914509396 |
| 151 | 0.00617619137056761 | 0.0123523827411352 | 0.993823808629432 |
| 152 | 0.00828841956791085 | 0.0165768391358217 | 0.991711580432089 |
| 153 | 0.0532691616879761 | 0.106538323375952 | 0.946730838312024 |
| 154 | 0.0605222789114802 | 0.12104455782296 | 0.93947772108852 |
| 155 | 0.0506418873292161 | 0.101283774658432 | 0.949358112670784 |
| 156 | 0.0728917011533457 | 0.145783402306691 | 0.927108298846654 |
| 157 | 0.12809222781794 | 0.25618445563588 | 0.87190777218206 |
| 158 | 0.129447318842206 | 0.258894637684411 | 0.870552681157794 |
| 159 | 0.112546695998417 | 0.225093391996834 | 0.887453304001583 |
| 160 | 0.108798589006654 | 0.217597178013309 | 0.891201410993346 |
| 161 | 0.107918123334055 | 0.215836246668109 | 0.892081876665945 |
| 162 | 0.0936909149463207 | 0.187381829892641 | 0.906309085053679 |
| 163 | 0.0843625665201143 | 0.168725133040229 | 0.915637433479886 |
| 164 | 0.0895617683630068 | 0.179123536726014 | 0.910438231636993 |
| 165 | 0.081124880259342 | 0.162249760518684 | 0.918875119740658 |
| 166 | 0.0690246846659283 | 0.138049369331857 | 0.930975315334072 |
| 167 | 0.0587123722851699 | 0.11742474457034 | 0.94128762771483 |
| 168 | 0.0976109403393946 | 0.195221880678789 | 0.902389059660605 |
| 169 | 0.0991203128653675 | 0.198240625730735 | 0.900879687134633 |
| 170 | 0.0862259294627086 | 0.172451858925417 | 0.913774070537291 |
| 171 | 0.149743823651543 | 0.299487647303085 | 0.850256176348457 |
| 172 | 0.129993851559818 | 0.259987703119636 | 0.870006148440182 |
| 173 | 0.11447663457017 | 0.22895326914034 | 0.88552336542983 |
| 174 | 0.0984453824291335 | 0.196890764858267 | 0.901554617570867 |
| 175 | 0.135883157420327 | 0.271766314840654 | 0.864116842579673 |
| 176 | 0.117787768439525 | 0.23557553687905 | 0.882212231560475 |
| 177 | 0.105876908895378 | 0.211753817790757 | 0.894123091104622 |
| 178 | 0.0908054560161897 | 0.181610912032379 | 0.90919454398381 |
| 179 | 0.0767084641732667 | 0.153416928346533 | 0.923291535826733 |
| 180 | 0.0643620017233802 | 0.12872400344676 | 0.93563799827662 |
| 181 | 0.0537880525758171 | 0.107576105151634 | 0.946211947424183 |
| 182 | 0.0615111373735664 | 0.123022274747133 | 0.938488862626434 |
| 183 | 0.0615614053057235 | 0.123122810611447 | 0.938438594694276 |
| 184 | 0.05705592503113 | 0.11411185006226 | 0.94294407496887 |
| 185 | 0.227133237808095 | 0.45426647561619 | 0.772866762191905 |
| 186 | 0.209259890546141 | 0.418519781092282 | 0.790740109453859 |
| 187 | 0.187460839166314 | 0.374921678332627 | 0.812539160833686 |
| 188 | 0.187041454169016 | 0.374082908338031 | 0.812958545830984 |
| 189 | 0.173830390362813 | 0.347660780725627 | 0.826169609637187 |
| 190 | 0.257356290082679 | 0.514712580165357 | 0.742643709917321 |
| 191 | 0.262498464699965 | 0.524996929399931 | 0.737501535300035 |
| 192 | 0.232167986906369 | 0.464335973812737 | 0.767832013093631 |
| 193 | 0.607905903363528 | 0.784188193272944 | 0.392094096636472 |
| 194 | 0.577320338332386 | 0.845359323335227 | 0.422679661667614 |
| 195 | 0.540629460904509 | 0.918741078190983 | 0.459370539095491 |
| 196 | 0.507889689548299 | 0.984220620903402 | 0.492110310451701 |
| 197 | 0.522529009823864 | 0.954941980352272 | 0.477470990176136 |
| 198 | 0.486520175201627 | 0.973040350403254 | 0.513479824798373 |
| 199 | 0.460349817377333 | 0.920699634754665 | 0.539650182622667 |
| 200 | 0.462256444186634 | 0.924512888373269 | 0.537743555813366 |
| 201 | 0.436178789106822 | 0.872357578213644 | 0.563821210893178 |
| 202 | 0.415646341162683 | 0.831292682325366 | 0.584353658837317 |
| 203 | 0.393879417340439 | 0.787758834680877 | 0.606120582659561 |
| 204 | 0.444968977144342 | 0.889937954288685 | 0.555031022855658 |
| 205 | 0.479081169646536 | 0.958162339293073 | 0.520918830353464 |
| 206 | 0.436301052869989 | 0.872602105739979 | 0.563698947130011 |
| 207 | 0.396196777941188 | 0.792393555882377 | 0.603803222058812 |
| 208 | 0.35623465318515 | 0.712469306370299 | 0.64376534681485 |
| 209 | 0.337357928539761 | 0.674715857079522 | 0.662642071460239 |
| 210 | 0.299762949113124 | 0.599525898226248 | 0.700237050886876 |
| 211 | 0.365591849574074 | 0.731183699148148 | 0.634408150425926 |
| 212 | 0.382512539524559 | 0.765025079049118 | 0.617487460475441 |
| 213 | 0.340410676219333 | 0.680821352438666 | 0.659589323780667 |
| 214 | 0.361302823741809 | 0.722605647483618 | 0.638697176258191 |
| 215 | 0.32533670020434 | 0.65067340040868 | 0.67466329979566 |
| 216 | 0.28889671037359 | 0.57779342074718 | 0.71110328962641 |
| 217 | 0.253151123383096 | 0.506302246766191 | 0.746848876616904 |
| 218 | 0.216334225947329 | 0.432668451894659 | 0.783665774052671 |
| 219 | 0.214751635674565 | 0.42950327134913 | 0.785248364325435 |
| 220 | 0.190569055617451 | 0.381138111234902 | 0.809430944382549 |
| 221 | 0.233358077051244 | 0.466716154102489 | 0.766641922948756 |
| 222 | 0.19735830693997 | 0.39471661387994 | 0.80264169306003 |
| 223 | 0.189416419039672 | 0.378832838079344 | 0.810583580960328 |
| 224 | 0.164175213052492 | 0.328350426104983 | 0.835824786947508 |
| 225 | 0.135709945625768 | 0.271419891251537 | 0.864290054374232 |
| 226 | 0.111113530683286 | 0.222227061366571 | 0.888886469316714 |
| 227 | 0.089433968865374 | 0.178867937730748 | 0.910566031134626 |
| 228 | 0.0718010195175587 | 0.143602039035117 | 0.928198980482441 |
| 229 | 0.0549716813511171 | 0.109943362702234 | 0.945028318648883 |
| 230 | 0.0419926883968885 | 0.083985376793777 | 0.958007311603111 |
| 231 | 0.0614383949322475 | 0.122876789864495 | 0.938561605067753 |
| 232 | 0.0750872009771492 | 0.150174401954298 | 0.924912799022851 |
| 233 | 0.275054101362139 | 0.550108202724278 | 0.724945898637861 |
| 234 | 0.244076315655936 | 0.488152631311872 | 0.755923684344064 |
| 235 | 0.19872353148708 | 0.39744706297416 | 0.80127646851292 |
| 236 | 0.197642246811317 | 0.395284493622634 | 0.802357753188683 |
| 237 | 0.235553842377522 | 0.471107684755044 | 0.764446157622478 |
| 238 | 0.252636412430527 | 0.505272824861053 | 0.747363587569473 |
| 239 | 0.243944441055109 | 0.487888882110219 | 0.756055558944891 |
| 240 | 0.199514907376214 | 0.399029814752429 | 0.800485092623786 |
| 241 | 0.161942736962496 | 0.323885473924993 | 0.838057263037504 |
| 242 | 0.202204672786614 | 0.404409345573228 | 0.797795327213386 |
| 243 | 0.486233668052754 | 0.972467336105508 | 0.513766331947246 |
| 244 | 0.680244484449621 | 0.639511031100759 | 0.319755515550379 |
| 245 | 0.60416323186449 | 0.79167353627102 | 0.39583676813551 |
| 246 | 0.533902085123438 | 0.932195829753124 | 0.466097914876562 |
| 247 | 0.458896975912659 | 0.917793951825317 | 0.541103024087341 |
| 248 | 0.393357509434676 | 0.786715018869353 | 0.606642490565324 |
| 249 | 0.301859057482873 | 0.603718114965747 | 0.698140942517127 |
| 250 | 0.244789407180571 | 0.489578814361143 | 0.755210592819429 |
| 251 | 0.357006688460201 | 0.714013376920402 | 0.642993311539799 |
| 252 | 0.580107019078214 | 0.839785961843572 | 0.419892980921786 |
| 253 | 0.521626342371402 | 0.956747315257196 | 0.478373657628598 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 7 | 0.0288065843621399 | NOK |
| 5% type I error level | 66 | 0.271604938271605 | NOK |
| 10% type I error level | 76 | 0.312757201646091 | NOK |
