| Multiple Linear Regression - Estimated Regression Equation |
| Learning[t] = + 5.11367550101075 -0.404599312019866month[t] + 0.0347834365471906Connected[t] + 0.0433406498517761Separate[t] + 0.576062196352004Software[t] + 0.0796225833189934Happiness[t] -0.0261020091912696Depression[t] + 0.0282902834264207Belonging[t] -0.032651180900308Belonging_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) | 5.11367550101075 | 1.969168 | 2.5969 | 0.009954 | 0.004977 |
| month | -0.404599312019866 | 0.159517 | -2.5364 | 0.011797 | 0.005898 |
| Connected | 0.0347834365471906 | 0.034756 | 1.0008 | 0.317879 | 0.15894 |
| Separate | 0.0433406498517761 | 0.03528 | 1.2285 | 0.220402 | 0.110201 |
| Software | 0.576062196352004 | 0.052771 | 10.9163 | 0 | 0 |
| Happiness | 0.0796225833189934 | 0.057845 | 1.3765 | 0.169879 | 0.08494 |
| Depression | -0.0261020091912696 | 0.042437 | -0.6151 | 0.53905 | 0.269525 |
| Belonging | 0.0282902834264207 | 0.037766 | 0.7491 | 0.454497 | 0.227248 |
| Belonging_Final | -0.032651180900308 | 0.056098 | -0.582 | 0.561053 | 0.280527 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.664098147499978 |
| R-squared | 0.441026349512903 |
| Adjusted R-squared | 0.423489921262327 |
| F-TEST (value) | 25.1491548456241 |
| F-TEST (DF numerator) | 8 |
| F-TEST (DF denominator) | 255 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 1.86477720145106 |
| Sum Squared Residuals | 886.735472818168 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 13 | 15.9509274269783 | -2.95092742697833 |
| 2 | 16 | 15.6181828665753 | 0.381817133424685 |
| 3 | 19 | 16.9166643716608 | 2.0833356283392 |
| 4 | 15 | 11.8729748073647 | 3.12702519263533 |
| 5 | 14 | 16.3580519877682 | -2.35805198776817 |
| 6 | 13 | 14.7360162717571 | -1.73601627175708 |
| 7 | 19 | 15.1537000085073 | 3.8462999914927 |
| 8 | 15 | 17.0077560505479 | -2.00775605054786 |
| 9 | 14 | 15.9484454966394 | -1.94844549663943 |
| 10 | 15 | 14.2980364711644 | 0.701963528835648 |
| 11 | 16 | 14.8626172377916 | 1.13738276220844 |
| 12 | 16 | 16.1018077007214 | -0.101807700721447 |
| 13 | 16 | 15.3893109658985 | 0.610689034101526 |
| 14 | 16 | 15.4079786083135 | 0.592021391686478 |
| 15 | 17 | 18.0043950630554 | -1.00439506305541 |
| 16 | 15 | 15.3798159239431 | -0.379815923943083 |
| 17 | 15 | 14.5105588177224 | 0.489441182277558 |
| 18 | 20 | 16.383380816603 | 3.61661918339703 |
| 19 | 18 | 15.3748348655024 | 2.62516513449764 |
| 20 | 16 | 15.4935321664941 | 0.506467833505857 |
| 21 | 16 | 15.3027694651376 | 0.697230534862409 |
| 22 | 16 | 15.0411768247971 | 0.958823175202897 |
| 23 | 19 | 16.4530618527621 | 2.54693814723792 |
| 24 | 16 | 14.9892378950466 | 1.01076210495345 |
| 25 | 17 | 16.1668421489873 | 0.833157851012718 |
| 26 | 17 | 16.2212087742073 | 0.778791225792725 |
| 27 | 16 | 14.9717246067166 | 1.0282753932834 |
| 28 | 15 | 16.7639680138983 | -1.76396801389828 |
| 29 | 16 | 15.7661669842349 | 0.233833015765091 |
| 30 | 14 | 14.0778957672031 | -0.0778957672030682 |
| 31 | 15 | 15.7460272839639 | -0.746027283963926 |
| 32 | 12 | 12.7373771224323 | -0.737377122432316 |
| 33 | 14 | 14.7974186192348 | -0.797418619234848 |
| 34 | 16 | 15.9285001202188 | 0.0714998797812352 |
| 35 | 14 | 15.6022003060943 | -1.60220030609429 |
| 36 | 10 | 12.9219264013097 | -2.92192640130967 |
| 37 | 10 | 13.0146729900312 | -3.01467299003116 |
| 38 | 14 | 15.7899916900747 | -1.78999169007469 |
| 39 | 16 | 14.5626490012885 | 1.4373509987115 |
| 40 | 16 | 14.4721133266155 | 1.52788667338449 |
| 41 | 16 | 14.7271846001186 | 1.27281539988145 |
| 42 | 14 | 15.8283533347221 | -1.82835333472214 |
| 43 | 20 | 17.5740121132113 | 2.42598788678869 |
| 44 | 14 | 14.1663108781857 | -0.166310878185676 |
| 45 | 14 | 14.4929035444449 | -0.492903544444921 |
| 46 | 11 | 15.5799467762799 | -4.57994677627985 |
| 47 | 14 | 16.604228985647 | -2.60422898564702 |
| 48 | 15 | 15.1942294341289 | -0.19422943412892 |
| 49 | 16 | 15.6290939132253 | 0.370906086774685 |
| 50 | 14 | 15.7309335277756 | -1.73093352777565 |
| 51 | 16 | 17.1471512900765 | -1.14715129007646 |
| 52 | 14 | 14.2216774089203 | -0.221677408920302 |
| 53 | 12 | 15.1453403734528 | -3.14534037345282 |
| 54 | 16 | 15.869552400713 | 0.130447599287036 |
| 55 | 9 | 11.3645521776952 | -2.3645521776952 |
| 56 | 14 | 12.4006749187661 | 1.59932508123389 |
| 57 | 16 | 16.0107717121744 | -0.0107717121744091 |
| 58 | 16 | 15.5876443588646 | 0.412355641135433 |
| 59 | 15 | 15.2486517151036 | -0.248651715103607 |
| 60 | 16 | 14.3009604497181 | 1.69903955028194 |
| 61 | 12 | 11.5680405712374 | 0.431959428762648 |
| 62 | 16 | 15.8480933851408 | 0.15190661485923 |
| 63 | 16 | 16.7320968224481 | -0.732096822448143 |
| 64 | 14 | 14.8491657946905 | -0.849165794690457 |
| 65 | 16 | 15.4532184988394 | 0.546781501160583 |
| 66 | 17 | 15.786728295299 | 1.21327170470102 |
| 67 | 18 | 16.0663974549983 | 1.93360254500173 |
| 68 | 18 | 14.2236008420055 | 3.7763991579945 |
| 69 | 12 | 15.7039588645577 | -3.70395886455773 |
| 70 | 16 | 15.4478381365797 | 0.552161863420334 |
| 71 | 10 | 13.0291955081803 | -3.02919550818027 |
| 72 | 14 | 14.6990097947249 | -0.699009794724861 |
| 73 | 18 | 16.8215387173465 | 1.17846128265349 |
| 74 | 18 | 17.047385836898 | 0.952614163101955 |
| 75 | 16 | 15.0618538666444 | 0.938146133355616 |
| 76 | 17 | 13.2686578002251 | 3.73134219977487 |
| 77 | 16 | 16.2744534843814 | -0.274453484381421 |
| 78 | 16 | 14.2740950485574 | 1.7259049514426 |
| 79 | 13 | 15.0334785537398 | -2.03347855373977 |
| 80 | 16 | 14.9247697671811 | 1.07523023281889 |
| 81 | 16 | 15.5655347518703 | 0.434465248129707 |
| 82 | 16 | 15.5369752066879 | 0.463024793312068 |
| 83 | 15 | 15.5563789647739 | -0.556378964773851 |
| 84 | 15 | 14.7091761878919 | 0.290823812108052 |
| 85 | 16 | 13.9756487604527 | 2.02435123954728 |
| 86 | 14 | 14.0085733239176 | -0.00857332391764802 |
| 87 | 16 | 15.2208307489935 | 0.779169251006497 |
| 88 | 16 | 14.7065934689148 | 1.29340653108515 |
| 89 | 15 | 14.3547510265222 | 0.64524897347781 |
| 90 | 12 | 13.7050807374168 | -1.70508073741682 |
| 91 | 17 | 16.6782641138012 | 0.321735886198806 |
| 92 | 16 | 15.7430202889882 | 0.256979711011827 |
| 93 | 15 | 15.0195639849035 | -0.0195639849034682 |
| 94 | 13 | 14.9635980286721 | -1.9635980286721 |
| 95 | 16 | 14.6973726642945 | 1.30262733570547 |
| 96 | 16 | 15.6830629570827 | 0.316937042917327 |
| 97 | 16 | 13.5822989199044 | 2.41770108009563 |
| 98 | 16 | 15.7685105700457 | 0.231489429954284 |
| 99 | 14 | 14.3198580815311 | -0.319858081531102 |
| 100 | 16 | 17.0247038337606 | -1.02470383376056 |
| 101 | 16 | 14.5787973362837 | 1.42120266371627 |
| 102 | 20 | 17.4687674897041 | 2.53123251029595 |
| 103 | 15 | 14.0523046259387 | 0.947695374061321 |
| 104 | 16 | 14.956333278217 | 1.04366672178304 |
| 105 | 13 | 14.8011674216603 | -1.80116742166032 |
| 106 | 17 | 15.6582118368939 | 1.34178816310611 |
| 107 | 16 | 15.7149454231364 | 0.285054576863643 |
| 108 | 16 | 14.2651695279915 | 1.73483047200847 |
| 109 | 12 | 12.1445025399444 | -0.144502539944408 |
| 110 | 16 | 15.270031730108 | 0.729968269891964 |
| 111 | 16 | 16.0190228965521 | -0.0190228965520518 |
| 112 | 17 | 14.972899124327 | 2.02710087567299 |
| 113 | 13 | 14.6235262603592 | -1.62352626035923 |
| 114 | 12 | 14.5611065152376 | -2.56110651523764 |
| 115 | 18 | 16.182566405197 | 1.81743359480299 |
| 116 | 14 | 15.8742392027801 | -1.87423920278009 |
| 117 | 14 | 13.0634243613986 | 0.936575638601393 |
| 118 | 13 | 14.7664152300671 | -1.76641523006708 |
| 119 | 16 | 15.57275380411 | 0.42724619588997 |
| 120 | 13 | 14.4067456846915 | -1.40674568469149 |
| 121 | 16 | 15.4391647652899 | 0.560835234710133 |
| 122 | 13 | 15.8911672712233 | -2.89116727122332 |
| 123 | 16 | 16.9042581868609 | -0.904258186860854 |
| 124 | 15 | 15.8921534889468 | -0.892153488946772 |
| 125 | 16 | 16.9022361707383 | -0.9022361707383 |
| 126 | 15 | 14.703632062842 | 0.296367937158024 |
| 127 | 17 | 15.6113104275905 | 1.38868957240952 |
| 128 | 15 | 13.9838607966409 | 1.01613920335906 |
| 129 | 12 | 14.7440838384905 | -2.74408383849047 |
| 130 | 16 | 13.9936422626156 | 2.00635773738435 |
| 131 | 10 | 13.7576725915982 | -3.75767259159822 |
| 132 | 16 | 13.5176321144828 | 2.48236788551719 |
| 133 | 12 | 14.2161631177914 | -2.21616311779137 |
| 134 | 14 | 15.6237963714392 | -1.62379637143923 |
| 135 | 15 | 15.1698667563622 | -0.169866756362222 |
| 136 | 13 | 12.1421557046257 | 0.857844295374259 |
| 137 | 15 | 14.5009469200994 | 0.499053079900598 |
| 138 | 11 | 13.4686249246835 | -2.46862492468349 |
| 139 | 12 | 13.0157243738586 | -1.01572437385864 |
| 140 | 11 | 13.4194465342762 | -2.4194465342762 |
| 141 | 16 | 12.8831315054463 | 3.11686849455371 |
| 142 | 15 | 13.7558505714002 | 1.24414942859977 |
| 143 | 17 | 17.0097795066055 | -0.00977950660548231 |
| 144 | 16 | 14.2737946583067 | 1.72620534169329 |
| 145 | 10 | 13.3567315625142 | -3.35673156251416 |
| 146 | 18 | 15.6527462059573 | 2.34725379404272 |
| 147 | 13 | 15.0228847719538 | -2.02288477195382 |
| 148 | 16 | 14.9620191824016 | 1.03798081759844 |
| 149 | 13 | 12.8772591624989 | 0.122740837501083 |
| 150 | 10 | 12.9838669107856 | -2.98386691078565 |
| 151 | 15 | 16.1494801243129 | -1.14948012431288 |
| 152 | 16 | 14.0275731378567 | 1.97242686214327 |
| 153 | 16 | 11.9110510150754 | 4.0889489849246 |
| 154 | 14 | 12.8816202965071 | 1.11837970349286 |
| 155 | 10 | 12.5110772982986 | -2.51107729829856 |
| 156 | 17 | 16.6782641138012 | 0.321735886198806 |
| 157 | 13 | 11.7748408846068 | 1.22515911539323 |
| 158 | 15 | 13.9838607966409 | 1.01613920335906 |
| 159 | 16 | 14.7220477570335 | 1.27795224296651 |
| 160 | 12 | 12.9024487088536 | -0.902448708853642 |
| 161 | 13 | 12.7234113561509 | 0.276588643849074 |
| 162 | 13 | 12.3594447514215 | 0.640555248578502 |
| 163 | 12 | 12.21971405789 | -0.21971405789 |
| 164 | 17 | 16.1559256930107 | 0.844074306989343 |
| 165 | 15 | 13.4927110110311 | 1.50728898896894 |
| 166 | 10 | 11.3690856488793 | -1.36908564887932 |
| 167 | 14 | 14.1511837465642 | -0.151183746564223 |
| 168 | 11 | 14.0473814027883 | -3.04738140278828 |
| 169 | 13 | 14.6284207569089 | -1.62842075690889 |
| 170 | 16 | 14.3286401101092 | 1.67135988989077 |
| 171 | 12 | 10.2103695148885 | 1.78963048511152 |
| 172 | 16 | 15.2294173512872 | 0.770582648712831 |
| 173 | 12 | 13.6789589162402 | -1.67895891624021 |
| 174 | 9 | 11.1422436631215 | -2.14224366312148 |
| 175 | 12 | 14.8132494934299 | -2.81324949342992 |
| 176 | 15 | 14.4367200872182 | 0.563279912781796 |
| 177 | 12 | 12.0443133302158 | -0.0443133302158333 |
| 178 | 12 | 12.5271258979837 | -0.527125897983653 |
| 179 | 14 | 13.6520380206879 | 0.347961979312088 |
| 180 | 12 | 13.2423636290015 | -1.24236362900149 |
| 181 | 16 | 14.9028714322165 | 1.09712856778351 |
| 182 | 11 | 11.2308165908512 | -0.230816590851172 |
| 183 | 19 | 16.6302449667749 | 2.36975503322511 |
| 184 | 15 | 15.0709573706774 | -0.0709573706773568 |
| 185 | 8 | 14.5002572284975 | -6.50025722849755 |
| 186 | 16 | 14.7385222746564 | 1.26147772534355 |
| 187 | 17 | 14.4011157681125 | 2.59888423188754 |
| 188 | 12 | 12.2769350009329 | -0.276935000932919 |
| 189 | 11 | 11.3375926910729 | -0.33759269107286 |
| 190 | 11 | 10.2335393682771 | 0.766460631722878 |
| 191 | 14 | 14.7383473626723 | -0.738347362672255 |
| 192 | 16 | 15.4068358759607 | 0.593164124039306 |
| 193 | 12 | 9.55486413915182 | 2.44513586084818 |
| 194 | 16 | 13.9311014734646 | 2.06889852653535 |
| 195 | 13 | 13.589629361434 | -0.589629361433986 |
| 196 | 15 | 14.9324705375573 | 0.0675294624426782 |
| 197 | 16 | 12.897088019433 | 3.10291198056704 |
| 198 | 16 | 15.0180094707273 | 0.981990529272659 |
| 199 | 14 | 12.3494785543296 | 1.6505214456704 |
| 200 | 16 | 14.5413613945402 | 1.45863860545976 |
| 201 | 16 | 13.944593203573 | 2.05540679642697 |
| 202 | 14 | 13.3226184610574 | 0.677381538942582 |
| 203 | 11 | 13.4275177946163 | -2.42751779461626 |
| 204 | 12 | 14.4367109870216 | -2.43671098702159 |
| 205 | 15 | 12.6699269134548 | 2.33007308654516 |
| 206 | 15 | 14.4586524254313 | 0.541347574568722 |
| 207 | 16 | 14.4679372463901 | 1.53206275360993 |
| 208 | 16 | 14.93164692049 | 1.06835307951002 |
| 209 | 11 | 13.5562780239837 | -2.5562780239837 |
| 210 | 15 | 13.9779398017969 | 1.02206019820312 |
| 211 | 12 | 14.2029022057862 | -2.20290220578625 |
| 212 | 12 | 15.7784438651911 | -3.7784438651911 |
| 213 | 15 | 14.1440201791006 | 0.855979820899399 |
| 214 | 15 | 12.0307032677153 | 2.9692967322847 |
| 215 | 16 | 14.5684829589542 | 1.43151704104576 |
| 216 | 14 | 13.07313463419 | 0.926865365809959 |
| 217 | 17 | 14.6746123754413 | 2.32538762455869 |
| 218 | 14 | 13.9423598225196 | 0.0576401774804177 |
| 219 | 13 | 11.8905028372228 | 1.1094971627772 |
| 220 | 15 | 15.2059654363509 | -0.205965436350932 |
| 221 | 13 | 14.671017170643 | -1.67101717064298 |
| 222 | 14 | 14.1319205655599 | -0.131920565559881 |
| 223 | 15 | 14.3001182465164 | 0.69988175348359 |
| 224 | 12 | 13.1092937744911 | -1.10929377449114 |
| 225 | 13 | 12.7116664065425 | 0.288333593457519 |
| 226 | 8 | 11.7472131342751 | -3.74721313427506 |
| 227 | 14 | 13.8015801739644 | 0.198419826035607 |
| 228 | 14 | 13.0202674279236 | 0.979732572076422 |
| 229 | 11 | 12.2297591833159 | -1.22975918331585 |
| 230 | 12 | 12.8968382776945 | -0.896838277694454 |
| 231 | 13 | 11.2452084819542 | 1.75479151804577 |
| 232 | 10 | 13.2130657616632 | -3.21306576166323 |
| 233 | 16 | 11.3677174009184 | 4.63228259908156 |
| 234 | 18 | 15.9474161696061 | 2.05258383039392 |
| 235 | 13 | 13.8693288638037 | -0.869328863803709 |
| 236 | 11 | 13.3430027385425 | -2.34300273854247 |
| 237 | 4 | 10.9726967298314 | -6.97269672983142 |
| 238 | 13 | 14.2678178481433 | -1.26781784814329 |
| 239 | 16 | 14.3069070865238 | 1.6930929134762 |
| 240 | 10 | 11.6823923405169 | -1.68239234051694 |
| 241 | 12 | 12.2879119795221 | -0.287911979522082 |
| 242 | 12 | 13.5011921116947 | -1.50119211169468 |
| 243 | 10 | 8.85142253316745 | 1.14857746683254 |
| 244 | 13 | 11.1028627902225 | 1.89713720977749 |
| 245 | 15 | 13.7092481004796 | 1.2907518995204 |
| 246 | 12 | 11.9685057317415 | 0.0314942682585027 |
| 247 | 14 | 12.8777319860027 | 1.12226801399732 |
| 248 | 10 | 12.5358000227952 | -2.53580002279517 |
| 249 | 12 | 10.7624130858841 | 1.23758691411589 |
| 250 | 12 | 11.7393909440044 | 0.260609055995627 |
| 251 | 11 | 11.9220624304821 | -0.92206243048211 |
| 252 | 10 | 11.730463172571 | -1.73046317257097 |
| 253 | 12 | 11.4019661994277 | 0.598033800572313 |
| 254 | 16 | 12.8825562632821 | 3.11744373671785 |
| 255 | 12 | 13.3765522827852 | -1.37655228278524 |
| 256 | 14 | 13.9048290853521 | 0.0951709146478974 |
| 257 | 16 | 14.5198797799652 | 1.48012022003483 |
| 258 | 14 | 11.6682798848408 | 2.33172011515923 |
| 259 | 13 | 14.356690156603 | -1.35669015660305 |
| 260 | 4 | 9.38334580594879 | -5.38334580594879 |
| 261 | 15 | 13.8472593284005 | 1.15274067159949 |
| 262 | 11 | 15.1083609537208 | -4.10836095372081 |
| 263 | 11 | 11.3476291943178 | -0.347629194317833 |
| 264 | 14 | 12.9144494714043 | 1.08555052859574 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 12 | 0.249272273417128 | 0.498544546834257 | 0.750727726582871 |
| 13 | 0.168954109350984 | 0.337908218701967 | 0.831045890649016 |
| 14 | 0.188652474482694 | 0.377304948965389 | 0.811347525517306 |
| 15 | 0.113822199570938 | 0.227644399141877 | 0.886177800429062 |
| 16 | 0.0773581785451666 | 0.154716357090333 | 0.922641821454833 |
| 17 | 0.111089921688009 | 0.222179843376017 | 0.888910078311991 |
| 18 | 0.35029724400813 | 0.700594488016259 | 0.64970275599187 |
| 19 | 0.273076148217575 | 0.54615229643515 | 0.726923851782425 |
| 20 | 0.200364779799482 | 0.400729559598963 | 0.799635220200518 |
| 21 | 0.147329038244944 | 0.294658076489889 | 0.852670961755056 |
| 22 | 0.14242982215262 | 0.28485964430524 | 0.85757017784738 |
| 23 | 0.329613610691878 | 0.659227221383756 | 0.670386389308122 |
| 24 | 0.396108111170374 | 0.792216222340748 | 0.603891888829626 |
| 25 | 0.364643782622251 | 0.729287565244503 | 0.635356217377749 |
| 26 | 0.343013785262702 | 0.686027570525404 | 0.656986214737298 |
| 27 | 0.419522216901135 | 0.839044433802269 | 0.580477783098865 |
| 28 | 0.431039269566404 | 0.862078539132809 | 0.568960730433596 |
| 29 | 0.411178257665479 | 0.822356515330958 | 0.588821742334521 |
| 30 | 0.4445628643833 | 0.8891257287666 | 0.5554371356167 |
| 31 | 0.389182053396216 | 0.778364106792431 | 0.610817946603784 |
| 32 | 0.346620753254168 | 0.693241506508336 | 0.653379246745832 |
| 33 | 0.316677130929607 | 0.633354261859213 | 0.683322869070393 |
| 34 | 0.275674898300484 | 0.551349796600968 | 0.724325101699516 |
| 35 | 0.233139524871999 | 0.466279049743998 | 0.766860475128001 |
| 36 | 0.363623899560604 | 0.727247799121209 | 0.636376100439396 |
| 37 | 0.400480018023811 | 0.800960036047623 | 0.599519981976189 |
| 38 | 0.392518456881074 | 0.785036913762147 | 0.607481543118926 |
| 39 | 0.420646898193909 | 0.841293796387818 | 0.579353101806091 |
| 40 | 0.394036668820191 | 0.788073337640382 | 0.605963331179809 |
| 41 | 0.352608510695984 | 0.705217021391968 | 0.647391489304016 |
| 42 | 0.317815560782677 | 0.635631121565354 | 0.682184439217323 |
| 43 | 0.330602998434414 | 0.661205996868828 | 0.669397001565586 |
| 44 | 0.284193039977045 | 0.56838607995409 | 0.715806960022955 |
| 45 | 0.259307353804652 | 0.518614707609304 | 0.740692646195348 |
| 46 | 0.457373136543277 | 0.914746273086555 | 0.542626863456723 |
| 47 | 0.613015042694864 | 0.773969914610272 | 0.386984957305136 |
| 48 | 0.564790964894334 | 0.870418070211331 | 0.435209035105666 |
| 49 | 0.550115831249477 | 0.899768337501047 | 0.449884168750523 |
| 50 | 0.538886872116342 | 0.922226255767315 | 0.461113127883658 |
| 51 | 0.496029187990605 | 0.99205837598121 | 0.503970812009395 |
| 52 | 0.448976551667355 | 0.897953103334709 | 0.551023448332645 |
| 53 | 0.469409970867618 | 0.938819941735235 | 0.530590029132383 |
| 54 | 0.449833835993114 | 0.899667671986227 | 0.550166164006886 |
| 55 | 0.452066183365469 | 0.904132366730938 | 0.547933816634531 |
| 56 | 0.420708589827935 | 0.841417179655871 | 0.579291410172065 |
| 57 | 0.377122146901935 | 0.75424429380387 | 0.622877853098065 |
| 58 | 0.343504288197334 | 0.687008576394669 | 0.656495711802666 |
| 59 | 0.305381736916128 | 0.610763473832255 | 0.694618263083872 |
| 60 | 0.304715664842222 | 0.609431329684444 | 0.695284335157778 |
| 61 | 0.274885364314507 | 0.549770728629014 | 0.725114635685493 |
| 62 | 0.243391513321 | 0.486783026642 | 0.756608486679 |
| 63 | 0.213205555515493 | 0.426411111030987 | 0.786794444484507 |
| 64 | 0.184850255438615 | 0.369700510877231 | 0.815149744561385 |
| 65 | 0.159612090313773 | 0.319224180627547 | 0.840387909686227 |
| 66 | 0.135701682609405 | 0.271403365218809 | 0.864298317390595 |
| 67 | 0.118078554966231 | 0.236157109932463 | 0.881921445033769 |
| 68 | 0.147491712033944 | 0.294983424067887 | 0.852508287966056 |
| 69 | 0.347255538628956 | 0.694511077257911 | 0.652744461371044 |
| 70 | 0.309383520800724 | 0.618767041601449 | 0.690616479199276 |
| 71 | 0.466018474195671 | 0.932036948391343 | 0.533981525804329 |
| 72 | 0.427694883468798 | 0.855389766937597 | 0.572305116531202 |
| 73 | 0.415756314370459 | 0.831512628740917 | 0.584243685629541 |
| 74 | 0.394545848970235 | 0.789091697940469 | 0.605454151029765 |
| 75 | 0.359444377104182 | 0.718888754208365 | 0.640555622895818 |
| 76 | 0.407073802696672 | 0.814147605393345 | 0.592926197303328 |
| 77 | 0.374300584690815 | 0.74860116938163 | 0.625699415309185 |
| 78 | 0.346591344599644 | 0.693182689199289 | 0.653408655400356 |
| 79 | 0.375124096917485 | 0.75024819383497 | 0.624875903082515 |
| 80 | 0.344523836755934 | 0.689047673511869 | 0.655476163244066 |
| 81 | 0.311892769547428 | 0.623785539094855 | 0.688107230452572 |
| 82 | 0.277800972444901 | 0.555601944889802 | 0.722199027555099 |
| 83 | 0.254136867114177 | 0.508273734228354 | 0.745863132885823 |
| 84 | 0.22338179566367 | 0.44676359132734 | 0.77661820433633 |
| 85 | 0.21362430355121 | 0.42724860710242 | 0.78637569644879 |
| 86 | 0.186095183511229 | 0.372190367022458 | 0.813904816488771 |
| 87 | 0.162784483325638 | 0.325568966651276 | 0.837215516674362 |
| 88 | 0.147969314030637 | 0.295938628061275 | 0.852030685969363 |
| 89 | 0.127536795735546 | 0.255073591471092 | 0.872463204264454 |
| 90 | 0.129326332967502 | 0.258652665935004 | 0.870673667032498 |
| 91 | 0.111535331873573 | 0.223070663747146 | 0.888464668126427 |
| 92 | 0.0961283982313716 | 0.192256796462743 | 0.903871601768628 |
| 93 | 0.0825502956078303 | 0.165100591215661 | 0.91744970439217 |
| 94 | 0.0877425387684933 | 0.175485077536987 | 0.912257461231507 |
| 95 | 0.0780879857657512 | 0.156175971531502 | 0.921912014234249 |
| 96 | 0.0658294056936891 | 0.131658811387378 | 0.934170594306311 |
| 97 | 0.0689068074898876 | 0.137813614979775 | 0.931093192510112 |
| 98 | 0.05735795154405 | 0.1147159030881 | 0.94264204845595 |
| 99 | 0.0475906360332545 | 0.095181272066509 | 0.952409363966745 |
| 100 | 0.0425438584868559 | 0.0850877169737118 | 0.957456141513144 |
| 101 | 0.0369859310294413 | 0.0739718620588826 | 0.963014068970559 |
| 102 | 0.0420002433756055 | 0.084000486751211 | 0.957999756624395 |
| 103 | 0.0356653898073747 | 0.0713307796147493 | 0.964334610192625 |
| 104 | 0.0316665200782289 | 0.0633330401564578 | 0.968333479921771 |
| 105 | 0.0388094976881836 | 0.0776189953763671 | 0.961190502311816 |
| 106 | 0.033580103021531 | 0.0671602060430619 | 0.966419896978469 |
| 107 | 0.02729038597573 | 0.0545807719514599 | 0.97270961402427 |
| 108 | 0.0260134149836973 | 0.0520268299673947 | 0.973986585016303 |
| 109 | 0.0212221299636429 | 0.0424442599272859 | 0.978777870036357 |
| 110 | 0.0172038184676235 | 0.0344076369352471 | 0.982796181532376 |
| 111 | 0.0136321859824962 | 0.0272643719649925 | 0.986367814017504 |
| 112 | 0.0136227566436769 | 0.0272455132873538 | 0.986377243356323 |
| 113 | 0.012487295969989 | 0.0249745919399779 | 0.987512704030011 |
| 114 | 0.0191461758204073 | 0.0382923516408145 | 0.980853824179593 |
| 115 | 0.017761714329099 | 0.0355234286581981 | 0.982238285670901 |
| 116 | 0.0176036460063923 | 0.0352072920127845 | 0.982396353993608 |
| 117 | 0.0143650816437961 | 0.0287301632875922 | 0.985634918356204 |
| 118 | 0.0149333160946055 | 0.0298666321892111 | 0.985066683905394 |
| 119 | 0.0120691161964736 | 0.0241382323929472 | 0.987930883803526 |
| 120 | 0.0110172150504939 | 0.0220344301009878 | 0.988982784949506 |
| 121 | 0.00884927981957539 | 0.0176985596391508 | 0.991150720180425 |
| 122 | 0.0140520169939794 | 0.0281040339879589 | 0.985947983006021 |
| 123 | 0.0120431244374349 | 0.0240862488748699 | 0.987956875562565 |
| 124 | 0.0108230439579142 | 0.0216460879158284 | 0.989176956042086 |
| 125 | 0.0090373108212634 | 0.0180746216425268 | 0.990962689178737 |
| 126 | 0.00728451036486293 | 0.0145690207297259 | 0.992715489635137 |
| 127 | 0.00639914163591068 | 0.0127982832718214 | 0.993600858364089 |
| 128 | 0.0051065909934724 | 0.0102131819869448 | 0.994893409006528 |
| 129 | 0.00783375065335741 | 0.0156675013067148 | 0.992166249346643 |
| 130 | 0.00807963042126074 | 0.0161592608425215 | 0.991920369578739 |
| 131 | 0.0180949330914172 | 0.0361898661828344 | 0.981905066908583 |
| 132 | 0.0203689644007127 | 0.0407379288014254 | 0.979631035599287 |
| 133 | 0.0232617612230516 | 0.0465235224461032 | 0.976738238776948 |
| 134 | 0.0232562238225976 | 0.0465124476451952 | 0.976743776177402 |
| 135 | 0.0190360379134765 | 0.0380720758269531 | 0.980963962086523 |
| 136 | 0.0156372488519365 | 0.0312744977038729 | 0.984362751148063 |
| 137 | 0.0124430144348124 | 0.0248860288696248 | 0.987556985565188 |
| 138 | 0.0165772691347349 | 0.0331545382694698 | 0.983422730865265 |
| 139 | 0.0149240627111003 | 0.0298481254222005 | 0.9850759372889 |
| 140 | 0.0190311552513476 | 0.0380623105026952 | 0.980968844748652 |
| 141 | 0.0261129296616787 | 0.0522258593233575 | 0.973887070338321 |
| 142 | 0.0232966146305594 | 0.0465932292611189 | 0.976703385369441 |
| 143 | 0.0190133879411875 | 0.038026775882375 | 0.980986612058812 |
| 144 | 0.0180774558323925 | 0.0361549116647849 | 0.981922544167607 |
| 145 | 0.0355026157921129 | 0.0710052315842258 | 0.964497384207887 |
| 146 | 0.0384221966721222 | 0.0768443933442445 | 0.961577803327878 |
| 147 | 0.0431987522006674 | 0.0863975044013349 | 0.956801247799333 |
| 148 | 0.0369645849533097 | 0.0739291699066194 | 0.96303541504669 |
| 149 | 0.0303268301811554 | 0.0606536603623109 | 0.969673169818845 |
| 150 | 0.0457293372484396 | 0.0914586744968791 | 0.95427066275156 |
| 151 | 0.0413811043222068 | 0.0827622086444135 | 0.958618895677793 |
| 152 | 0.0410870915093943 | 0.0821741830187886 | 0.958912908490606 |
| 153 | 0.0717081799115344 | 0.143416359823069 | 0.928291820088466 |
| 154 | 0.0631597123469996 | 0.126319424693999 | 0.936840287653 |
| 155 | 0.0771128120061037 | 0.154225624012207 | 0.922887187993896 |
| 156 | 0.0648148402268 | 0.1296296804536 | 0.9351851597732 |
| 157 | 0.0564212903309121 | 0.112842580661824 | 0.943578709669088 |
| 158 | 0.0478502954782746 | 0.0957005909565492 | 0.952149704521725 |
| 159 | 0.0454570121941234 | 0.0909140243882469 | 0.954542987805877 |
| 160 | 0.0390355339078228 | 0.0780710678156456 | 0.960964466092177 |
| 161 | 0.0318688113299024 | 0.0637376226598049 | 0.968131188670098 |
| 162 | 0.0261879326304378 | 0.0523758652608757 | 0.973812067369562 |
| 163 | 0.0215813417593282 | 0.0431626835186564 | 0.978418658240672 |
| 164 | 0.018252422309859 | 0.036504844619718 | 0.981747577690141 |
| 165 | 0.0161383303745536 | 0.0322766607491072 | 0.983861669625446 |
| 166 | 0.0162516658896446 | 0.0325033317792892 | 0.983748334110355 |
| 167 | 0.0129568005570455 | 0.0259136011140909 | 0.987043199442954 |
| 168 | 0.0184794173862801 | 0.0369588347725603 | 0.98152058261372 |
| 169 | 0.0178942596272698 | 0.0357885192545396 | 0.98210574037273 |
| 170 | 0.0170189181653022 | 0.0340378363306044 | 0.982981081834698 |
| 171 | 0.0165616674819242 | 0.0331233349638483 | 0.983438332518076 |
| 172 | 0.0134360476918209 | 0.0268720953836419 | 0.986563952308179 |
| 173 | 0.0129583555085128 | 0.0259167110170255 | 0.987041644491487 |
| 174 | 0.0138774468141616 | 0.0277548936283231 | 0.986122553185838 |
| 175 | 0.0172407628840271 | 0.0344815257680542 | 0.982759237115973 |
| 176 | 0.0138951737672709 | 0.0277903475345418 | 0.986104826232729 |
| 177 | 0.0110519988555188 | 0.0221039977110376 | 0.988948001144481 |
| 178 | 0.00887074341861818 | 0.0177414868372364 | 0.991129256581382 |
| 179 | 0.00688321602168383 | 0.0137664320433677 | 0.993116783978316 |
| 180 | 0.00577443562849682 | 0.0115488712569936 | 0.994225564371503 |
| 181 | 0.00485393565206552 | 0.00970787130413104 | 0.995146064347935 |
| 182 | 0.0037887991637546 | 0.0075775983275092 | 0.996211200836245 |
| 183 | 0.00424149949036678 | 0.00848299898073356 | 0.995758500509633 |
| 184 | 0.00327054716546524 | 0.00654109433093048 | 0.996729452834535 |
| 185 | 0.0728407105468334 | 0.145681421093667 | 0.927159289453167 |
| 186 | 0.0638369390091462 | 0.127673878018292 | 0.936163060990854 |
| 187 | 0.0755513774202359 | 0.151102754840472 | 0.924448622579764 |
| 188 | 0.0640371387060661 | 0.128074277412132 | 0.935962861293934 |
| 189 | 0.0536541563999353 | 0.107308312799871 | 0.946345843600065 |
| 190 | 0.0443083311324273 | 0.0886166622648546 | 0.955691668867573 |
| 191 | 0.0387335344688042 | 0.0774670689376085 | 0.961266465531196 |
| 192 | 0.032480445606372 | 0.064960891212744 | 0.967519554393628 |
| 193 | 0.038777018804498 | 0.077554037608996 | 0.961222981195502 |
| 194 | 0.0425803720705006 | 0.0851607441410012 | 0.957419627929499 |
| 195 | 0.0355414797065203 | 0.0710829594130406 | 0.96445852029348 |
| 196 | 0.029143015199339 | 0.058286030398678 | 0.970856984800661 |
| 197 | 0.0393432212360941 | 0.0786864424721881 | 0.960656778763906 |
| 198 | 0.0321751746361225 | 0.0643503492722449 | 0.967824825363877 |
| 199 | 0.0299691694417933 | 0.0599383388835865 | 0.970030830558207 |
| 200 | 0.0254685360251706 | 0.0509370720503413 | 0.974531463974829 |
| 201 | 0.0242099261925941 | 0.0484198523851882 | 0.975790073807406 |
| 202 | 0.0201830070835607 | 0.0403660141671214 | 0.979816992916439 |
| 203 | 0.0255271301508279 | 0.0510542603016559 | 0.974472869849172 |
| 204 | 0.0280598687947852 | 0.0561197375895705 | 0.971940131205215 |
| 205 | 0.0312224340495123 | 0.0624448680990245 | 0.968777565950488 |
| 206 | 0.0245716207548305 | 0.0491432415096609 | 0.97542837924517 |
| 207 | 0.024269912887764 | 0.0485398257755281 | 0.975730087112236 |
| 208 | 0.0199692881585583 | 0.0399385763171165 | 0.980030711841442 |
| 209 | 0.021672831963284 | 0.043345663926568 | 0.978327168036716 |
| 210 | 0.0174563467996669 | 0.0349126935993337 | 0.982543653200333 |
| 211 | 0.0189292802277184 | 0.0378585604554368 | 0.981070719772282 |
| 212 | 0.0292703191646911 | 0.0585406383293821 | 0.970729680835309 |
| 213 | 0.0228693544218274 | 0.0457387088436548 | 0.977130645578173 |
| 214 | 0.0330240210408288 | 0.0660480420816576 | 0.966975978959171 |
| 215 | 0.0284568550336946 | 0.0569137100673891 | 0.971543144966305 |
| 216 | 0.0220849841128488 | 0.0441699682256976 | 0.977915015887151 |
| 217 | 0.0243591123907342 | 0.0487182247814685 | 0.975640887609266 |
| 218 | 0.0204895888266629 | 0.0409791776533258 | 0.979510411173337 |
| 219 | 0.0183205505059486 | 0.0366411010118971 | 0.981679449494051 |
| 220 | 0.0137547982773797 | 0.0275095965547594 | 0.98624520172262 |
| 221 | 0.0119272356527666 | 0.0238544713055333 | 0.988072764347233 |
| 222 | 0.00858122100533879 | 0.0171624420106776 | 0.991418778994661 |
| 223 | 0.00634657417409722 | 0.0126931483481944 | 0.993653425825903 |
| 224 | 0.00496471680285496 | 0.00992943360570991 | 0.995035283197145 |
| 225 | 0.00429464582214449 | 0.00858929164428899 | 0.995705354177856 |
| 226 | 0.00994629167948218 | 0.0198925833589644 | 0.990053708320518 |
| 227 | 0.00753438359405264 | 0.0150687671881053 | 0.992465616405947 |
| 228 | 0.00537338633076864 | 0.0107467726615373 | 0.994626613669231 |
| 229 | 0.00380717833516546 | 0.00761435667033091 | 0.996192821664835 |
| 230 | 0.00266471220180085 | 0.00532942440360171 | 0.997335287798199 |
| 231 | 0.00267158170978458 | 0.00534316341956917 | 0.997328418290215 |
| 232 | 0.00494336392668184 | 0.00988672785336367 | 0.995056636073318 |
| 233 | 0.025946735443498 | 0.051893470886996 | 0.974053264556502 |
| 234 | 0.0384579406778068 | 0.0769158813556135 | 0.961542059322193 |
| 235 | 0.0277187884740289 | 0.0554375769480577 | 0.972281211525971 |
| 236 | 0.0239618139472756 | 0.0479236278945511 | 0.976038186052724 |
| 237 | 0.187771175358453 | 0.375542350716906 | 0.812228824641547 |
| 238 | 0.1470448611769 | 0.2940897223538 | 0.8529551388231 |
| 239 | 0.130216166245397 | 0.260432332490795 | 0.869783833754603 |
| 240 | 0.0988684339233101 | 0.19773686784662 | 0.90113156607669 |
| 241 | 0.0766001416875227 | 0.153200283375045 | 0.923399858312477 |
| 242 | 0.0614634178432019 | 0.122926835686404 | 0.938536582156798 |
| 243 | 0.056209776147019 | 0.112419552294038 | 0.943790223852981 |
| 244 | 0.10356267576434 | 0.207125351528679 | 0.89643732423566 |
| 245 | 0.0907837726734577 | 0.181567545346915 | 0.909216227326542 |
| 246 | 0.0696382930217302 | 0.13927658604346 | 0.93036170697827 |
| 247 | 0.0465296435673754 | 0.0930592871347508 | 0.953470356432625 |
| 248 | 0.037805999878572 | 0.075611999757144 | 0.962194000121428 |
| 249 | 0.0340747449655487 | 0.0681494899310975 | 0.965925255034451 |
| 250 | 0.0414488690680374 | 0.0828977381360748 | 0.958551130931963 |
| 251 | 0.0218224478596723 | 0.0436448957193447 | 0.978177552140328 |
| 252 | 0.0547426763653307 | 0.109485352730661 | 0.945257323634669 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 10 | 0.04149377593361 | NOK |
| 5% type I error level | 85 | 0.352697095435685 | NOK |
| 10% type I error level | 133 | 0.551867219917012 | NOK |
