| Multiple Linear Regression - Estimated Regression Equation |
| Depression[t] = + 18.9393693178135 + 1.14577403454646month[t] -0.028251325671926Connected[t] + 0.00296139671603428Separate[t] -0.0675090645538362Learning[t] -0.0267890055713967Software[t] -0.687128420435808Happiness[t] -0.165978721270868Belonging[t] + 0.168248015984927Belonging_Final[t] -0.00820558500818339t + 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) | 18.9393693178135 | 5.636628 | 3.3601 | 0.000899 | 0.00045 |
| month | 1.14577403454646 | 0.599336 | 1.9117 | 0.057035 | 0.028517 |
| Connected | -0.028251325671926 | 0.051258 | -0.5512 | 0.582011 | 0.291005 |
| Separate | 0.00296139671603428 | 0.052112 | 0.0568 | 0.954727 | 0.477363 |
| Learning | -0.0675090645538362 | 0.092538 | -0.7295 | 0.466353 | 0.233176 |
| Software | -0.0267890055713967 | 0.095616 | -0.2802 | 0.779573 | 0.389787 |
| Happiness | -0.687128420435808 | 0.074436 | -9.2312 | 0 | 0 |
| Belonging | -0.165978721270868 | 0.055129 | -3.0107 | 0.002869 | 0.001434 |
| Belonging_Final | 0.168248015984927 | 0.082648 | 2.0357 | 0.042817 | 0.021409 |
| t | -0.00820558500818339 | 0.006404 | -1.2813 | 0.201246 | 0.100623 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.628414466671814 |
| R-squared | 0.394904741922421 |
| Adjusted R-squared | 0.373464358762192 |
| F-TEST (value) | 18.4187352889732 |
| F-TEST (DF numerator) | 9 |
| F-TEST (DF denominator) | 254 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 2.74629565089294 |
| Sum Squared Residuals | 1915.70350973683 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 12 | 13.9655392583874 | -1.96553925838743 |
| 2 | 11 | 9.28916674018113 | 1.71083325981887 |
| 3 | 14 | 15.3517291212124 | -1.35172912121235 |
| 4 | 12 | 14.7991315677665 | -2.79913156776649 |
| 5 | 21 | 11.1969215249043 | 9.80307847509569 |
| 6 | 12 | 9.74668325433553 | 2.25331674566447 |
| 7 | 22 | 14.3882643152716 | 7.61173568472843 |
| 8 | 11 | 12.2901313067814 | -1.29013130678142 |
| 9 | 10 | 11.9793005926597 | -1.97930059265967 |
| 10 | 13 | 11.9691244137161 | 1.03087558628386 |
| 11 | 10 | 10.2819426831842 | -0.281942683184192 |
| 12 | 8 | 10.3687888636664 | -2.36878886366642 |
| 13 | 15 | 15.8477065752957 | -0.84770657529575 |
| 14 | 14 | 12.3676435703772 | 1.63235642962276 |
| 15 | 10 | 8.86472513273343 | 1.13527486726657 |
| 16 | 14 | 13.7899907592095 | 0.210009240790455 |
| 17 | 14 | 12.4119903682 | 1.5880096318 |
| 18 | 11 | 9.26905068426783 | 1.73094931573217 |
| 19 | 10 | 13.252051272271 | -3.252051272271 |
| 20 | 13 | 12.4784198383062 | 0.521580161693806 |
| 21 | 9.5 | 10.4731394032006 | -0.973139403200648 |
| 22 | 14 | 15.4431588933246 | -1.44315889332462 |
| 23 | 12 | 13.4119449413709 | -1.4119449413709 |
| 24 | 14 | 15.4346000714965 | -1.43460007149649 |
| 25 | 11 | 9.36358048747581 | 1.63641951252419 |
| 26 | 9 | 14.9237428567394 | -5.92374285673941 |
| 27 | 11 | 10.3945780496001 | 0.605421950399904 |
| 28 | 15 | 13.1417581830606 | 1.85824181693937 |
| 29 | 14 | 11.0950870618886 | 2.90491293811143 |
| 30 | 13 | 15.6532578911968 | -2.65325789119678 |
| 31 | 9 | 10.8506710153 | -1.85067101529999 |
| 32 | 15 | 14.9529791042338 | 0.0470208957662006 |
| 33 | 10 | 10.5830309420411 | -0.583030942041138 |
| 34 | 11 | 11.556013214279 | -0.556013214279 |
| 35 | 13 | 11.9900354226916 | 1.00996457730839 |
| 36 | 8 | 11.9113733201586 | -3.91137332015856 |
| 37 | 20 | 16.8884135089144 | 3.1115864910856 |
| 38 | 12 | 11.896855965833 | 0.103144034166962 |
| 39 | 10 | 10.2996403498602 | -0.299640349860214 |
| 40 | 10 | 13.3652222709521 | -3.36522227095214 |
| 41 | 9 | 11.5981462386129 | -2.5981462386129 |
| 42 | 14 | 10.7377409876098 | 3.2622590123902 |
| 43 | 8 | 11.7629722700147 | -3.76297227001471 |
| 44 | 14 | 15.1254565662334 | -1.12545656623345 |
| 45 | 11 | 11.9853946735513 | -0.985394673551334 |
| 46 | 13 | 14.7531157447903 | -1.75311574479027 |
| 47 | 9 | 12.7533547517656 | -3.75335475176555 |
| 48 | 11 | 11.7026245933719 | -0.702624593371885 |
| 49 | 15 | 9.67273137011777 | 5.32726862988223 |
| 50 | 11 | 12.7857628854329 | -1.78576288543295 |
| 51 | 10 | 11.0445403810223 | -1.04454038102231 |
| 52 | 14 | 12.7859761569654 | 1.21402384303464 |
| 53 | 18 | 15.0886509785063 | 2.91134902149372 |
| 54 | 14 | 15.7350069066471 | -1.73500690664708 |
| 55 | 11 | 14.6039522080144 | -3.60395220801443 |
| 56 | 14.5 | 11.7306593944596 | 2.76934060554037 |
| 57 | 13 | 10.6755705889916 | 2.32442941100842 |
| 58 | 9 | 12.2941136820798 | -3.29411368207976 |
| 59 | 10 | 13.3938793049206 | -3.39387930492061 |
| 60 | 15 | 13.8934696826544 | 1.10653031734562 |
| 61 | 20 | 18.0785793881529 | 1.92142061184706 |
| 62 | 12 | 12.2262430871174 | -0.226243087117407 |
| 63 | 12 | 13.661490915384 | -1.66149091538396 |
| 64 | 14 | 13.6792271157465 | 0.320772884253458 |
| 65 | 13 | 12.7300250011717 | 0.269974998828316 |
| 66 | 11 | 15.5749760401043 | -4.57497604010431 |
| 67 | 17 | 15.8971358313287 | 1.10286416867125 |
| 68 | 12 | 14.0978865580212 | -2.09788655802123 |
| 69 | 13 | 13.3458404844723 | -0.345840484472252 |
| 70 | 14 | 12.8488394901028 | 1.15116050989718 |
| 71 | 13 | 14.6207108359188 | -1.62071083591883 |
| 72 | 15 | 13.3985224089321 | 1.60147759106786 |
| 73 | 13 | 11.6875441545909 | 1.31245584540905 |
| 74 | 10 | 12.2180165876981 | -2.21801658769813 |
| 75 | 11 | 13.0370090732615 | -2.0370090732615 |
| 76 | 19 | 14.0920842917365 | 4.9079157082635 |
| 77 | 13 | 11.3361211919727 | 1.66387880802726 |
| 78 | 17 | 14.5312196338259 | 2.46878036617406 |
| 79 | 13 | 12.6709176278556 | 0.329082372144351 |
| 80 | 9 | 15.0303725375871 | -6.03037253758709 |
| 81 | 11 | 11.8253241608717 | -0.825324160871652 |
| 82 | 9 | 12.9231590754177 | -3.92315907541767 |
| 83 | 12 | 11.5585324218079 | 0.441467578192065 |
| 84 | 12 | 12.7426890251384 | -0.742689025138415 |
| 85 | 13 | 13.018606727364 | -0.0186067273640115 |
| 86 | 13 | 12.3629758125396 | 0.637024187460384 |
| 87 | 12 | 13.4440914265953 | -1.44409142659526 |
| 88 | 15 | 15.2055454464772 | -0.205545446477201 |
| 89 | 22 | 18.3043961621814 | 3.69560383781859 |
| 90 | 13 | 11.779995308825 | 1.22000469117502 |
| 91 | 15 | 14.8352933304811 | 0.164706669518857 |
| 92 | 13 | 12.0253245005597 | 0.974675499440309 |
| 93 | 15 | 12.324614645864 | 2.675385354136 |
| 94 | 12.5 | 13.3929418074039 | -0.892941807403949 |
| 95 | 11 | 10.9096569021466 | 0.0903430978534262 |
| 96 | 16 | 14.7759131068351 | 1.22408689316491 |
| 97 | 11 | 12.5561993242376 | -1.55619932423756 |
| 98 | 11 | 10.1971828681693 | 0.802817131830735 |
| 99 | 10 | 12.3924072604593 | -2.39240726045935 |
| 100 | 10 | 10.4300147131698 | -0.430014713169807 |
| 101 | 16 | 14.4610443398233 | 1.53895566017665 |
| 102 | 12 | 10.5472983683191 | 1.45270163168093 |
| 103 | 11 | 15.9769045070853 | -4.97690450708531 |
| 104 | 16 | 11.8405169173879 | 4.15948308261214 |
| 105 | 19 | 16.7286088244389 | 2.2713911755611 |
| 106 | 11 | 11.3875132053993 | -0.387513205399291 |
| 107 | 16 | 12.2179382576437 | 3.78206174235626 |
| 108 | 15 | 16.940732923637 | -1.94073292363697 |
| 109 | 24 | 17.9557758386506 | 6.04422416134936 |
| 110 | 14 | 11.6798091475024 | 2.3201908524976 |
| 111 | 15 | 14.8151083168068 | 0.184891683193177 |
| 112 | 11 | 12.9679697691858 | -1.96796976918577 |
| 113 | 15 | 13.4150042084355 | 1.58499579156453 |
| 114 | 12 | 10.3640249473301 | 1.63597505266993 |
| 115 | 10 | 10.5884328889251 | -0.588432888925112 |
| 116 | 14 | 14.3075756403891 | -0.307575640389105 |
| 117 | 13 | 14.0980685568789 | -1.09806855687889 |
| 118 | 9 | 13.4219958872905 | -4.42199588729052 |
| 119 | 15 | 11.7478499325217 | 3.25215006747835 |
| 120 | 15 | 15.7612130267765 | -0.761213026776514 |
| 121 | 14 | 12.6852264201209 | 1.31477357987913 |
| 122 | 11 | 11.2452468461568 | -0.245246846156849 |
| 123 | 8 | 11.9862132499271 | -3.98621324992705 |
| 124 | 11 | 12.2412674155465 | -1.24126741554654 |
| 125 | 11 | 12.9740347218497 | -1.97403472184968 |
| 126 | 8 | 9.71001573931751 | -1.71001573931751 |
| 127 | 10 | 10.2244075327826 | -0.224407532782566 |
| 128 | 11 | 9.68480273436458 | 1.31519726563542 |
| 129 | 13 | 12.4882495196999 | 0.511750480300142 |
| 130 | 11 | 13.5252901892361 | -2.52529018923613 |
| 131 | 20 | 17.247305148079 | 2.75269485192104 |
| 132 | 10 | 11.6511549072942 | -1.65115490729418 |
| 133 | 15 | 13.1614125798508 | 1.8385874201492 |
| 134 | 12 | 12.2482573816443 | -0.24825738164431 |
| 135 | 14 | 10.9519885474767 | 3.04801145252326 |
| 136 | 23 | 16.4674657758433 | 6.53253422415671 |
| 137 | 14 | 14.0986926449806 | -0.0986926449806444 |
| 138 | 16 | 16.8777752672977 | -0.877775267297653 |
| 139 | 11 | 13.1443597892755 | -2.14435978927549 |
| 140 | 12 | 14.0054522131557 | -2.00545221315568 |
| 141 | 10 | 13.4247174388737 | -3.42471743887374 |
| 142 | 14 | 10.8845929835068 | 3.11540701649321 |
| 143 | 12 | 11.9535078728302 | 0.0464921271697806 |
| 144 | 12 | 11.6851232475046 | 0.314876752495363 |
| 145 | 11 | 10.7671273773927 | 0.232872622607279 |
| 146 | 12 | 11.11080851525 | 0.889191484749996 |
| 147 | 13 | 15.9576540249876 | -2.95765402498759 |
| 148 | 11 | 14.014294453806 | -3.01429445380601 |
| 149 | 19 | 16.6005332027229 | 2.39946679727706 |
| 150 | 12 | 11.1605011361089 | 0.839498863891055 |
| 151 | 17 | 12.5828575918065 | 4.4171424081935 |
| 152 | 9 | 11.1002273795715 | -2.10022737957147 |
| 153 | 12 | 14.2343778907487 | -2.23437789074872 |
| 154 | 19 | 15.4533508376981 | 3.54664916230188 |
| 155 | 18 | 14.0969899383616 | 3.90301006163837 |
| 156 | 15 | 14.3019303049492 | 0.698069695050777 |
| 157 | 14 | 13.4383452349173 | 0.561654765082729 |
| 158 | 11 | 9.43863518411908 | 1.56136481588092 |
| 159 | 9 | 12.5575839377106 | -3.55758393771059 |
| 160 | 18 | 13.4929330637229 | 4.50706693627712 |
| 161 | 16 | 14.4843533040724 | 1.51564669592755 |
| 162 | 24 | 17.7910664321763 | 6.20893356782369 |
| 163 | 14 | 13.2257401833105 | 0.774259816689493 |
| 164 | 20 | 11.5067342252258 | 8.49326577477418 |
| 165 | 18 | 16.4762980980238 | 1.52370190197616 |
| 166 | 23 | 17.7330849357931 | 5.26691506420687 |
| 167 | 12 | 13.6926979799376 | -1.69269797993761 |
| 168 | 14 | 15.3147243739943 | -1.31472437399435 |
| 169 | 16 | 16.7270317988616 | -0.72703179886157 |
| 170 | 18 | 16.6906732507528 | 1.30932674924721 |
| 171 | 20 | 17.2753693560538 | 2.72463064394621 |
| 172 | 12 | 12.2808239758641 | -0.28082397586409 |
| 173 | 12 | 16.7678239018026 | -4.76782390180257 |
| 174 | 17 | 15.738020298657 | 1.261979701343 |
| 175 | 13 | 12.4995909086106 | 0.500409091389424 |
| 176 | 9 | 13.5148951488944 | -4.51489514889444 |
| 177 | 16 | 17.8824572309372 | -1.88245723093724 |
| 178 | 18 | 15.4724777153649 | 2.5275222846351 |
| 179 | 10 | 12.8606188275203 | -2.86061882752026 |
| 180 | 14 | 15.2762685470518 | -1.27626854705175 |
| 181 | 11 | 14.7151579619874 | -3.71515796198745 |
| 182 | 9 | 15.0911038503465 | -6.09110385034649 |
| 183 | 11 | 13.0650494250195 | -2.06504942501951 |
| 184 | 10 | 12.8979755200401 | -2.89797552004008 |
| 185 | 11 | 12.1121797903805 | -1.11217979038049 |
| 186 | 19 | 13.6734600679451 | 5.32653993205486 |
| 187 | 14 | 12.9821873339557 | 1.01781266604425 |
| 188 | 12 | 11.9944252737457 | 0.00557472625429791 |
| 189 | 14 | 15.5057074366763 | -1.50570743667631 |
| 190 | 21 | 17.1884036696914 | 3.81159633030863 |
| 191 | 13 | 15.8967139936739 | -2.89671399367391 |
| 192 | 10 | 12.9454144915637 | -2.94541449156368 |
| 193 | 15 | 13.5693722671523 | 1.43062773284772 |
| 194 | 16 | 16.7460267038603 | -0.746026703860316 |
| 195 | 14 | 13.1335274650235 | 0.866472534976486 |
| 196 | 12 | 15.2065801955506 | -3.2065801955506 |
| 197 | 19 | 13.0801834943366 | 5.91981650566341 |
| 198 | 15 | 12.55104090834 | 2.44895909165996 |
| 199 | 19 | 18.3266451809173 | 0.673354819082706 |
| 200 | 13 | 13.5502655237271 | -0.550265523727125 |
| 201 | 17 | 17.4994752945093 | -0.499475294509345 |
| 202 | 12 | 13.0536112172286 | -1.05361121722863 |
| 203 | 11 | 10.9615368349232 | 0.0384631650768446 |
| 204 | 14 | 15.8647472819 | -1.86474728189995 |
| 205 | 11 | 12.779454948752 | -1.77945494875202 |
| 206 | 13 | 12.6730924042179 | 0.326907595782096 |
| 207 | 12 | 13.1159304720055 | -1.11593047200552 |
| 208 | 15 | 13.1430630621387 | 1.85693693786131 |
| 209 | 14 | 14.7498377814583 | -0.749837781458301 |
| 210 | 12 | 11.1524993263886 | 0.847500673611389 |
| 211 | 17 | 17.7402361325179 | -0.740236132517887 |
| 212 | 11 | 11.6245974710186 | -0.624597471018636 |
| 213 | 18 | 14.7860625997389 | 3.21393740026113 |
| 214 | 13 | 16.0677150164546 | -3.0677150164546 |
| 215 | 17 | 15.5428559973457 | 1.45714400265427 |
| 216 | 13 | 13.6430836419146 | -0.643083641914586 |
| 217 | 11 | 10.4508161060194 | 0.54918389398057 |
| 218 | 12 | 12.8928000733457 | -0.892800073345721 |
| 219 | 22 | 18.1757310725811 | 3.82426892741891 |
| 220 | 14 | 12.3337130890637 | 1.66628691093627 |
| 221 | 12 | 15.2059064919978 | -3.20590649199782 |
| 222 | 12 | 12.1361547076336 | -0.136154707633602 |
| 223 | 17 | 16.122565721051 | 0.877434278948975 |
| 224 | 9 | 13.0181148955834 | -4.01811489558335 |
| 225 | 21 | 17.0833543741915 | 3.91664562580854 |
| 226 | 10 | 11.9891965455976 | -1.98919654559757 |
| 227 | 11 | 11.2200661311779 | -0.220066131177934 |
| 228 | 12 | 14.6724081614271 | -2.67240816142713 |
| 229 | 23 | 18.4320786935025 | 4.56792130649746 |
| 230 | 13 | 15.8052347069666 | -2.80523470696662 |
| 231 | 12 | 13.5677161079603 | -1.56771610796033 |
| 232 | 16 | 17.9746291969757 | -1.9746291969757 |
| 233 | 9 | 13.7099848266814 | -4.70998482668143 |
| 234 | 17 | 13.8282606431598 | 3.17173935684024 |
| 235 | 9 | 12.0616729929165 | -3.06167299291652 |
| 236 | 14 | 15.728373017692 | -1.72837301769197 |
| 237 | 17 | 15.7634095482917 | 1.23659045170826 |
| 238 | 13 | 15.7743575452575 | -2.77435754525748 |
| 239 | 11 | 15.865563186353 | -4.865563186353 |
| 240 | 12 | 15.6485046099825 | -3.64850460998249 |
| 241 | 10 | 13.9383721235412 | -3.93837212354122 |
| 242 | 19 | 18.9937297291015 | 0.00627027089846352 |
| 243 | 16 | 16.1017245483508 | -0.101724548350796 |
| 244 | 16 | 15.1410827666013 | 0.858917233398705 |
| 245 | 14 | 12.2984569915867 | 1.70154300841333 |
| 246 | 20 | 15.8397216860527 | 4.16027831394735 |
| 247 | 15 | 14.5449248857338 | 0.455075114266198 |
| 248 | 23 | 15.6257547323812 | 7.37424526761879 |
| 249 | 20 | 17.8915223347704 | 2.10847766522959 |
| 250 | 16 | 15.9112549231624 | 0.0887450768376267 |
| 251 | 14 | 12.919035380063 | 1.08096461993702 |
| 252 | 17 | 13.803580565462 | 3.19641943453798 |
| 253 | 11 | 14.2654216742751 | -3.26542167427515 |
| 254 | 13 | 13.9879132926352 | -0.987913292635199 |
| 255 | 17 | 15.2957063438336 | 1.70429365616635 |
| 256 | 15 | 15.2081783064481 | -0.208178306448113 |
| 257 | 21 | 15.7553153390935 | 5.24468466090645 |
| 258 | 18 | 17.7404615531527 | 0.259538446847337 |
| 259 | 15 | 12.7713967424004 | 2.22860325759962 |
| 260 | 8 | 16.260452585107 | -8.26045258510696 |
| 261 | 12 | 13.5709556494251 | -1.57095564942509 |
| 262 | 12 | 12.7856299535212 | -0.785629953521151 |
| 263 | 22 | 18.8923423080481 | 3.10765769195186 |
| 264 | 12 | 13.1302564219431 | -1.13025642194308 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 13 | 0.98227829805001 | 0.0354434038999791 | 0.0177217019499896 |
| 14 | 0.98946280841448 | 0.0210743831710396 | 0.0105371915855198 |
| 15 | 0.978704983475408 | 0.0425900330491839 | 0.0212950165245919 |
| 16 | 0.960160056722008 | 0.0796798865559846 | 0.0398399432779923 |
| 17 | 0.983075811548967 | 0.0338483769020659 | 0.0169241884510329 |
| 18 | 0.974207878065719 | 0.0515842438685621 | 0.025792121934281 |
| 19 | 0.983709024942004 | 0.0325819501159916 | 0.0162909750579958 |
| 20 | 0.973103153930181 | 0.0537936921396387 | 0.0268968460698194 |
| 21 | 0.96318754236794 | 0.0736249152641204 | 0.0368124576320602 |
| 22 | 0.949622696165785 | 0.10075460766843 | 0.050377303834215 |
| 23 | 0.932451924976095 | 0.13509615004781 | 0.0675480750239049 |
| 24 | 0.907121832794755 | 0.18575633441049 | 0.0928781672052451 |
| 25 | 0.880619508290473 | 0.238760983419054 | 0.119380491709527 |
| 26 | 0.865321672868962 | 0.269356654262076 | 0.134678327131038 |
| 27 | 0.891678758276833 | 0.216642483446334 | 0.108321241723167 |
| 28 | 0.867297710212322 | 0.265404579575356 | 0.132702289787678 |
| 29 | 0.902512030548701 | 0.194975938902598 | 0.097487969451299 |
| 30 | 0.882789198605364 | 0.234421602789273 | 0.117210801394636 |
| 31 | 0.869432462096682 | 0.261135075806636 | 0.130567537903318 |
| 32 | 0.851595038698928 | 0.296809922602144 | 0.148404961301072 |
| 33 | 0.814560277251494 | 0.370879445497012 | 0.185439722748506 |
| 34 | 0.775355262693675 | 0.44928947461265 | 0.224644737306325 |
| 35 | 0.759819995995872 | 0.480360008008257 | 0.240180004004128 |
| 36 | 0.761047995770107 | 0.477904008459787 | 0.238952004229893 |
| 37 | 0.858842078744202 | 0.282315842511596 | 0.141157921255798 |
| 38 | 0.82608145127047 | 0.34783709745906 | 0.17391854872953 |
| 39 | 0.78878440936402 | 0.42243118127196 | 0.21121559063598 |
| 40 | 0.766260047089633 | 0.467479905820735 | 0.233739952910367 |
| 41 | 0.732949458975151 | 0.534101082049698 | 0.267050541024849 |
| 42 | 0.750305931733946 | 0.499388136532108 | 0.249694068266054 |
| 43 | 0.756059098674986 | 0.487881802650027 | 0.243940901325014 |
| 44 | 0.721461708483994 | 0.557076583032011 | 0.278538291516006 |
| 45 | 0.678412063947069 | 0.643175872105863 | 0.321587936052932 |
| 46 | 0.635555600607252 | 0.728888798785496 | 0.364444399392748 |
| 47 | 0.624968898896086 | 0.750062202207829 | 0.375031101103915 |
| 48 | 0.580280575546297 | 0.839438848907406 | 0.419719424453703 |
| 49 | 0.72870509695116 | 0.54258980609768 | 0.27129490304884 |
| 50 | 0.690931073938446 | 0.618137852123109 | 0.309068926061554 |
| 51 | 0.652637818783612 | 0.694724362432777 | 0.347362181216388 |
| 52 | 0.633684315611974 | 0.732631368776052 | 0.366315684388026 |
| 53 | 0.662763602326344 | 0.674472795347312 | 0.337236397673656 |
| 54 | 0.639016513086114 | 0.721966973827771 | 0.360983486913886 |
| 55 | 0.630689400750167 | 0.738621198499665 | 0.369310599249833 |
| 56 | 0.693568671513958 | 0.612862656972083 | 0.306431328486042 |
| 57 | 0.693294708062703 | 0.613410583874594 | 0.306705291937297 |
| 58 | 0.700711268541408 | 0.598577462917185 | 0.299288731458592 |
| 59 | 0.693021517365368 | 0.613956965269265 | 0.306978482634632 |
| 60 | 0.688583384778746 | 0.622833230442507 | 0.311416615221254 |
| 61 | 0.715153865694836 | 0.569692268610327 | 0.284846134305164 |
| 62 | 0.678414975959446 | 0.643170048081108 | 0.321585024040554 |
| 63 | 0.646059647937994 | 0.707880704124012 | 0.353940352062006 |
| 64 | 0.607703180693009 | 0.784593638613982 | 0.392296819306991 |
| 65 | 0.568432336063621 | 0.863135327872759 | 0.431567663936379 |
| 66 | 0.559129239800906 | 0.881741520398189 | 0.440870760199094 |
| 67 | 0.586090181072835 | 0.827819637854331 | 0.413909818927165 |
| 68 | 0.560442275699888 | 0.879115448600223 | 0.439557724300112 |
| 69 | 0.51986564290115 | 0.9602687141977 | 0.48013435709885 |
| 70 | 0.492593388726259 | 0.985186777452518 | 0.507406611273741 |
| 71 | 0.456632571454764 | 0.913265142909529 | 0.543367428545236 |
| 72 | 0.425885325292257 | 0.851770650584515 | 0.574114674707743 |
| 73 | 0.394377316168468 | 0.788754632336936 | 0.605622683831532 |
| 74 | 0.377724753415055 | 0.755449506830109 | 0.622275246584945 |
| 75 | 0.351834080489253 | 0.703668160978507 | 0.648165919510747 |
| 76 | 0.490684103539827 | 0.981368207079653 | 0.509315896460173 |
| 77 | 0.460432004679267 | 0.920864009358535 | 0.539567995320733 |
| 78 | 0.453272599379576 | 0.906545198759152 | 0.546727400620424 |
| 79 | 0.414567059367328 | 0.829134118734655 | 0.585432940632672 |
| 80 | 0.550151850685748 | 0.899696298628503 | 0.449848149314252 |
| 81 | 0.516138324664021 | 0.967723350671958 | 0.483861675335979 |
| 82 | 0.549994599571753 | 0.900010800856493 | 0.450005400428247 |
| 83 | 0.511885673730481 | 0.976228652539038 | 0.488114326269519 |
| 84 | 0.47516421772415 | 0.9503284354483 | 0.52483578227585 |
| 85 | 0.436789228739669 | 0.873578457479339 | 0.563210771260331 |
| 86 | 0.401298730329483 | 0.802597460658967 | 0.598701269670517 |
| 87 | 0.371831830217815 | 0.74366366043563 | 0.628168169782185 |
| 88 | 0.338494399829458 | 0.676988799658916 | 0.661505600170542 |
| 89 | 0.414500081079213 | 0.829000162158426 | 0.585499918920787 |
| 90 | 0.381274127696232 | 0.762548255392464 | 0.618725872303768 |
| 91 | 0.351331509616174 | 0.702663019232349 | 0.648668490383826 |
| 92 | 0.320052405039352 | 0.640104810078704 | 0.679947594960648 |
| 93 | 0.313101634456205 | 0.62620326891241 | 0.686898365543795 |
| 94 | 0.285576513437573 | 0.571153026875145 | 0.714423486562427 |
| 95 | 0.253833221804065 | 0.507666443608129 | 0.746166778195935 |
| 96 | 0.235902114170599 | 0.471804228341199 | 0.764097885829401 |
| 97 | 0.217469629266799 | 0.434939258533598 | 0.782530370733201 |
| 98 | 0.191680382102666 | 0.383360764205331 | 0.808319617897334 |
| 99 | 0.187650918769949 | 0.375301837539898 | 0.812349081230051 |
| 100 | 0.163931824092306 | 0.327863648184613 | 0.836068175907694 |
| 101 | 0.152921429601899 | 0.305842859203797 | 0.847078570398101 |
| 102 | 0.136621301670771 | 0.273242603341542 | 0.863378698329229 |
| 103 | 0.183110869957307 | 0.366221739914613 | 0.816889130042693 |
| 104 | 0.21138772697525 | 0.422775453950501 | 0.78861227302475 |
| 105 | 0.215172920045247 | 0.430345840090493 | 0.784827079954753 |
| 106 | 0.189697012359539 | 0.379394024719077 | 0.810302987640461 |
| 107 | 0.209682572010321 | 0.419365144020642 | 0.790317427989679 |
| 108 | 0.197573658959328 | 0.395147317918655 | 0.802426341040672 |
| 109 | 0.298913237932749 | 0.597826475865498 | 0.701086762067251 |
| 110 | 0.287098447807042 | 0.574196895614084 | 0.712901552192958 |
| 111 | 0.25753728295217 | 0.51507456590434 | 0.74246271704783 |
| 112 | 0.248765742029713 | 0.497531484059426 | 0.751234257970287 |
| 113 | 0.226013130165377 | 0.452026260330755 | 0.773986869834623 |
| 114 | 0.205930561454761 | 0.411861122909521 | 0.794069438545239 |
| 115 | 0.182322057701404 | 0.364644115402808 | 0.817677942298596 |
| 116 | 0.159809353817992 | 0.319618707635984 | 0.840190646182008 |
| 117 | 0.143435199367818 | 0.286870398735636 | 0.856564800632182 |
| 118 | 0.182767186817506 | 0.365534373635012 | 0.817232813182494 |
| 119 | 0.188221689620496 | 0.376443379240992 | 0.811778310379504 |
| 120 | 0.167236650588105 | 0.33447330117621 | 0.832763349411895 |
| 121 | 0.152247558756386 | 0.304495117512771 | 0.847752441243614 |
| 122 | 0.133643081204771 | 0.267286162409541 | 0.866356918795229 |
| 123 | 0.159853796873047 | 0.319707593746094 | 0.840146203126953 |
| 124 | 0.143265119401367 | 0.286530238802735 | 0.856734880598633 |
| 125 | 0.133970479841078 | 0.267940959682156 | 0.866029520158922 |
| 126 | 0.123817761660138 | 0.247635523320277 | 0.876182238339862 |
| 127 | 0.107051383944243 | 0.214102767888487 | 0.892948616055757 |
| 128 | 0.0946236822343432 | 0.189247364468686 | 0.905376317765657 |
| 129 | 0.0806951666417976 | 0.161390333283595 | 0.919304833358202 |
| 130 | 0.0797395996660685 | 0.159479199332137 | 0.920260400333932 |
| 131 | 0.0811829643708844 | 0.162365928741769 | 0.918817035629116 |
| 132 | 0.0740215027367893 | 0.148043005473579 | 0.925978497263211 |
| 133 | 0.0672122337624047 | 0.134424467524809 | 0.932787766237595 |
| 134 | 0.056451644362918 | 0.112903288725836 | 0.943548355637082 |
| 135 | 0.0584502636749899 | 0.11690052734998 | 0.94154973632501 |
| 136 | 0.117404055953244 | 0.234808111906488 | 0.882595944046756 |
| 137 | 0.101138049228714 | 0.202276098457428 | 0.898861950771286 |
| 138 | 0.0891995421515811 | 0.178399084303162 | 0.910800457848419 |
| 139 | 0.0866462760895749 | 0.17329255217915 | 0.913353723910425 |
| 140 | 0.0826863853783031 | 0.165372770756606 | 0.917313614621697 |
| 141 | 0.0961749072784346 | 0.192349814556869 | 0.903825092721565 |
| 142 | 0.0976872885438322 | 0.195374577087664 | 0.902312711456168 |
| 143 | 0.083337690858455 | 0.16667538171691 | 0.916662309141545 |
| 144 | 0.0702608927353499 | 0.1405217854707 | 0.92973910726465 |
| 145 | 0.0590561131695898 | 0.11811222633918 | 0.94094388683041 |
| 146 | 0.0497475926592345 | 0.0994951853184689 | 0.950252407340766 |
| 147 | 0.0565471990461419 | 0.113094398092284 | 0.943452800953858 |
| 148 | 0.0634491051865091 | 0.126898210373018 | 0.936550894813491 |
| 149 | 0.0594822715720168 | 0.118964543144034 | 0.940517728427983 |
| 150 | 0.0496370673656443 | 0.0992741347312886 | 0.950362932634356 |
| 151 | 0.0618278872888485 | 0.123655774577697 | 0.938172112711151 |
| 152 | 0.0596332015889051 | 0.11926640317781 | 0.940366798411095 |
| 153 | 0.0611924738355772 | 0.122384947671154 | 0.938807526164423 |
| 154 | 0.0631594055979461 | 0.126318811195892 | 0.936840594402054 |
| 155 | 0.0672261391567965 | 0.134452278313593 | 0.932773860843203 |
| 156 | 0.0573027096167716 | 0.114605419233543 | 0.942697290383228 |
| 157 | 0.04799511474441 | 0.0959902294888199 | 0.95200488525559 |
| 158 | 0.0403854843646015 | 0.0807709687292029 | 0.959614515635399 |
| 159 | 0.0557196448254356 | 0.111439289650871 | 0.944280355174564 |
| 160 | 0.0613576824792566 | 0.122715364958513 | 0.938642317520743 |
| 161 | 0.0519123761587446 | 0.103824752317489 | 0.948087623841255 |
| 162 | 0.0907541180334106 | 0.181508236066821 | 0.909245881966589 |
| 163 | 0.0805648248749839 | 0.161129649749968 | 0.919435175125016 |
| 164 | 0.276266002478185 | 0.552532004956371 | 0.723733997521815 |
| 165 | 0.251135419920348 | 0.502270839840697 | 0.748864580079652 |
| 166 | 0.316177194964821 | 0.632354389929642 | 0.683822805035179 |
| 167 | 0.300094102552045 | 0.60018820510409 | 0.699905897447955 |
| 168 | 0.283055038918826 | 0.566110077837652 | 0.716944961081174 |
| 169 | 0.255693318373649 | 0.511386636747298 | 0.744306681626351 |
| 170 | 0.23324390492083 | 0.46648780984166 | 0.76675609507917 |
| 171 | 0.231287107538937 | 0.462574215077874 | 0.768712892461063 |
| 172 | 0.205146793153042 | 0.410293586306085 | 0.794853206846958 |
| 173 | 0.257458988497364 | 0.514917976994728 | 0.742541011502636 |
| 174 | 0.248149486241894 | 0.496298972483788 | 0.751850513758106 |
| 175 | 0.232585882075532 | 0.465171764151065 | 0.767414117924468 |
| 176 | 0.2743271564574 | 0.5486543129148 | 0.7256728435426 |
| 177 | 0.255947742230173 | 0.511895484460346 | 0.744052257769827 |
| 178 | 0.26540611664668 | 0.53081223329336 | 0.73459388335332 |
| 179 | 0.260640303372295 | 0.521280606744591 | 0.739359696627705 |
| 180 | 0.234394685170382 | 0.468789370340764 | 0.765605314829618 |
| 181 | 0.264884199666778 | 0.529768399333556 | 0.735115800333222 |
| 182 | 0.382174953374076 | 0.764349906748152 | 0.617825046625924 |
| 183 | 0.373723457501472 | 0.747446915002943 | 0.626276542498528 |
| 184 | 0.37213882423057 | 0.74427764846114 | 0.62786117576943 |
| 185 | 0.353362385945523 | 0.706724771891046 | 0.646637614054477 |
| 186 | 0.462545216860396 | 0.925090433720792 | 0.537454783139604 |
| 187 | 0.427047865787122 | 0.854095731574245 | 0.572952134212878 |
| 188 | 0.394022512126185 | 0.78804502425237 | 0.605977487873815 |
| 189 | 0.361925182788766 | 0.723850365577531 | 0.638074817211234 |
| 190 | 0.391789459959953 | 0.783578919919906 | 0.608210540040047 |
| 191 | 0.420355765231554 | 0.840711530463108 | 0.579644234768446 |
| 192 | 0.441295371821786 | 0.882590743643571 | 0.558704628178214 |
| 193 | 0.42899901386325 | 0.857998027726499 | 0.57100098613675 |
| 194 | 0.398571551723631 | 0.797143103447262 | 0.601428448276369 |
| 195 | 0.370557754594864 | 0.741115509189728 | 0.629442245405136 |
| 196 | 0.408423178770892 | 0.816846357541785 | 0.591576821229107 |
| 197 | 0.612863764034588 | 0.774272471930824 | 0.387136235965412 |
| 198 | 0.622181013286987 | 0.755637973426026 | 0.377818986713013 |
| 199 | 0.581584218962222 | 0.836831562075555 | 0.418415781037778 |
| 200 | 0.540181267005391 | 0.919637465989217 | 0.459818732994609 |
| 201 | 0.496972674548631 | 0.993945349097262 | 0.503027325451369 |
| 202 | 0.457269532744921 | 0.914539065489842 | 0.542730467255079 |
| 203 | 0.437954589286217 | 0.875909178572433 | 0.562045410713783 |
| 204 | 0.426365291512963 | 0.852730583025927 | 0.573634708487037 |
| 205 | 0.390004400010634 | 0.780008800021269 | 0.609995599989366 |
| 206 | 0.349368251641213 | 0.698736503282426 | 0.650631748358787 |
| 207 | 0.311052494102322 | 0.622104988204645 | 0.688947505897678 |
| 208 | 0.277875756184204 | 0.555751512368407 | 0.722124243815796 |
| 209 | 0.241452461276785 | 0.48290492255357 | 0.758547538723215 |
| 210 | 0.237911913483984 | 0.475823826967967 | 0.762088086516016 |
| 211 | 0.212197755242311 | 0.424395510484623 | 0.787802244757689 |
| 212 | 0.182532869243144 | 0.365065738486289 | 0.817467130756856 |
| 213 | 0.209758924638653 | 0.419517849277305 | 0.790241075361347 |
| 214 | 0.191923409204894 | 0.383846818409788 | 0.808076590795106 |
| 215 | 0.164584814539718 | 0.329169629079437 | 0.835415185460282 |
| 216 | 0.140356845485285 | 0.280713690970569 | 0.859643154514716 |
| 217 | 0.137103001265639 | 0.274206002531278 | 0.862896998734361 |
| 218 | 0.115488563706044 | 0.230977127412088 | 0.884511436293956 |
| 219 | 0.128199424146003 | 0.256398848292006 | 0.871800575853997 |
| 220 | 0.134602228246461 | 0.269204456492922 | 0.865397771753539 |
| 221 | 0.122666816462018 | 0.245333632924036 | 0.877333183537982 |
| 222 | 0.0984709745090663 | 0.196941949018133 | 0.901529025490934 |
| 223 | 0.0848352711082189 | 0.169670542216438 | 0.915164728891781 |
| 224 | 0.0782241045027786 | 0.156448209005557 | 0.921775895497221 |
| 225 | 0.0723486599192549 | 0.14469731983851 | 0.927651340080745 |
| 226 | 0.0603142822993642 | 0.120628564598728 | 0.939685717700636 |
| 227 | 0.0458334550172866 | 0.0916669100345733 | 0.954166544982713 |
| 228 | 0.0378268680760012 | 0.0756537361520023 | 0.962173131923999 |
| 229 | 0.0674071472309368 | 0.134814294461874 | 0.932592852769063 |
| 230 | 0.0555037402663945 | 0.111007480532789 | 0.944496259733606 |
| 231 | 0.0426988842887535 | 0.085397768577507 | 0.957301115711247 |
| 232 | 0.0361299648991624 | 0.0722599297983247 | 0.963870035100838 |
| 233 | 0.0689259777086383 | 0.137851955417277 | 0.931074022291362 |
| 234 | 0.0747655372415716 | 0.149531074483143 | 0.925234462758428 |
| 235 | 0.0678587182935236 | 0.135717436587047 | 0.932141281706476 |
| 236 | 0.0501872170200336 | 0.100374434040067 | 0.949812782979966 |
| 237 | 0.070074130296254 | 0.140148260592508 | 0.929925869703746 |
| 238 | 0.0943215803721887 | 0.188643160744377 | 0.905678419627811 |
| 239 | 0.183928440653337 | 0.367856881306673 | 0.816071559346663 |
| 240 | 0.225892502962719 | 0.451785005925438 | 0.774107497037281 |
| 241 | 0.209185140244159 | 0.418370280488319 | 0.790814859755841 |
| 242 | 0.636287558127545 | 0.72742488374491 | 0.363712441872455 |
| 243 | 0.551932710513158 | 0.896134578973684 | 0.448067289486842 |
| 244 | 0.543092205206086 | 0.913815589587827 | 0.456907794793914 |
| 245 | 0.475587871259267 | 0.951175742518534 | 0.524412128740733 |
| 246 | 0.389202917632747 | 0.778405835265494 | 0.610797082367253 |
| 247 | 0.375071331895966 | 0.750142663791932 | 0.624928668104034 |
| 248 | 0.323302619537463 | 0.646605239074927 | 0.676697380462536 |
| 249 | 0.327870209857717 | 0.655740419715434 | 0.672129790142283 |
| 250 | 0.279181044242632 | 0.558362088485264 | 0.720818955757368 |
| 251 | 0.172851221421365 | 0.345702442842729 | 0.827148778578635 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 0 | 0 | OK |
| 5% type I error level | 5 | 0.0209205020920502 | OK |
| 10% type I error level | 17 | 0.0711297071129707 | OK |
