| Multiple Linear Regression - Estimated Regression Equation |
| Learning[t] = + 3.63882403788175 + 0.0580024189442229Connected[t] + 0.0399416808826553Seperate[t] + 0.608654260080512Software[t] + 0.0982509406962489Hapiness[t] -0.0410988809467352Depression[t] + 0.0145244673287915belonging[t] -0.0205284258383876Belonging_Fin[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) | 3.63882403788175 | 1.874189 | 1.9415 | 0.053289 | 0.026645 |
| Connected | 0.0580024189442229 | 0.029375 | 1.9746 | 0.049394 | 0.024697 |
| Seperate | 0.0399416808826553 | 0.034053 | 1.1729 | 0.241909 | 0.120955 |
| Software | 0.608654260080512 | 0.051606 | 11.7943 | 0 | 0 |
| Hapiness | 0.0982509406962489 | 0.057721 | 1.7022 | 0.089936 | 0.044968 |
| Depression | -0.0410988809467352 | 0.04233 | -0.9709 | 0.332507 | 0.166253 |
| belonging | 0.0145244673287915 | 0.037625 | 0.386 | 0.69979 | 0.349895 |
| Belonging_Fin | -0.0205284258383876 | 0.056144 | -0.3656 | 0.714935 | 0.357468 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.656890909308643 |
| R-squared | 0.431505666732336 |
| Adjusted R-squared | 0.415960899807048 |
| F-TEST (value) | 27.7589023242528 |
| F-TEST (DF numerator) | 7 |
| F-TEST (DF denominator) | 256 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 1.87691437456057 |
| Sum Squared Residuals | 901.838737774612 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 13 | 13.5136751913172 | -0.513675191317203 |
| 2 | 16 | 15.3492593384874 | 0.650740661512645 |
| 3 | 19 | 16.5084663112014 | 2.49153368879855 |
| 4 | 15 | 11.2241986234127 | 3.77580137658735 |
| 5 | 14 | 15.8697443353711 | -1.86974433537109 |
| 6 | 13 | 14.3571628457448 | -1.35716284574484 |
| 7 | 19 | 14.9245444063598 | 4.07545559364019 |
| 8 | 15 | 16.6494564344438 | -1.6494564344438 |
| 9 | 14 | 15.6425277923124 | -1.64252779231236 |
| 10 | 15 | 13.8590879138036 | 1.14091208619639 |
| 11 | 16 | 14.5684679011921 | 1.43153209880794 |
| 12 | 16 | 16.033639399593 | -0.033639399592988 |
| 13 | 16 | 15.0216975281995 | 0.978302471800496 |
| 14 | 16 | 15.2174130121066 | 0.782586987893392 |
| 15 | 17 | 17.6937101681425 | -0.693710168142468 |
| 16 | 15 | 15.0203526455718 | -0.0203526455717886 |
| 17 | 15 | 14.057272232349 | 0.942727767651032 |
| 18 | 20 | 16.0523473833521 | 3.94765261664788 |
| 19 | 18 | 15.1663239210819 | 2.83367607891814 |
| 20 | 16 | 15.2034872596996 | 0.796512740300425 |
| 21 | 16 | 15.003200721975 | 0.996799278025025 |
| 22 | 16 | 14.5687313093543 | 1.43126869064568 |
| 23 | 19 | 16.3204174127686 | 2.6795825872314 |
| 24 | 16 | 14.6952813236199 | 1.30471867638015 |
| 25 | 17 | 15.8827076340196 | 1.11729236598039 |
| 26 | 17 | 15.9190522935312 | 1.08094770646877 |
| 27 | 16 | 14.5524771182352 | 1.4475228817648 |
| 28 | 15 | 16.4098731611705 | -1.40987316117053 |
| 29 | 16 | 15.2823395192426 | 0.717660480757399 |
| 30 | 14 | 13.6318878214092 | 0.368112178590778 |
| 31 | 15 | 15.3371318963228 | -0.337131896322803 |
| 32 | 12 | 12.119919416203 | -0.119919416202985 |
| 33 | 14 | 14.5174402986478 | -0.517440298647832 |
| 34 | 16 | 15.5257962759849 | 0.474203724015088 |
| 35 | 14 | 15.1668522439893 | -1.16685224398934 |
| 36 | 10 | 12.4447671808093 | -2.44476718080933 |
| 37 | 10 | 12.2547451683762 | -2.25474516837619 |
| 38 | 14 | 15.477930118344 | -1.47793011834398 |
| 39 | 16 | 14.0644580062228 | 1.93554199377716 |
| 40 | 16 | 14.0797945509205 | 1.92020544907949 |
| 41 | 16 | 14.4044955293943 | 1.59550447060568 |
| 42 | 14 | 15.4155479027351 | -1.41554790273509 |
| 43 | 20 | 17.6009708338689 | 2.39902916613109 |
| 44 | 14 | 13.7960448260701 | 0.203955173929875 |
| 45 | 14 | 14.2094964037857 | -0.209496403785661 |
| 46 | 11 | 15.1997251308506 | -4.19972513085057 |
| 47 | 14 | 16.4783891404763 | -2.47838914047632 |
| 48 | 15 | 14.7728217550602 | 0.227178244939811 |
| 49 | 16 | 15.2062913290538 | 0.793708670946205 |
| 50 | 14 | 15.4156312925424 | -1.41563129254239 |
| 51 | 16 | 16.8373821112215 | -0.837382111221507 |
| 52 | 14 | 13.7318255853684 | 0.268174414631628 |
| 53 | 12 | 14.6132982105017 | -2.61329821050167 |
| 54 | 16 | 15.6010318774928 | 0.398968122507185 |
| 55 | 9 | 10.7192482422172 | -1.71924824221722 |
| 56 | 14 | 11.851651769494 | 2.14834823050599 |
| 57 | 16 | 15.7515476661184 | 0.248452333881588 |
| 58 | 16 | 15.1975820659805 | 0.802417934019503 |
| 59 | 15 | 14.863597194318 | 0.136402805682041 |
| 60 | 16 | 13.8099869278636 | 2.19001307213636 |
| 61 | 12 | 10.8347605397192 | 1.1652394602808 |
| 62 | 16 | 15.4834647080186 | 0.516535291981448 |
| 63 | 16 | 16.2941914763641 | -0.294191476364053 |
| 64 | 14 | 14.4490746535316 | -0.449074653531554 |
| 65 | 16 | 15.1993113515379 | 0.800688648462095 |
| 66 | 17 | 15.7457425114052 | 1.25425748859483 |
| 67 | 18 | 16.1245299219461 | 1.87547007805393 |
| 68 | 18 | 14.0569642235478 | 3.94303577645219 |
| 69 | 12 | 15.8768766509701 | -3.8768766509701 |
| 70 | 16 | 15.4889761522177 | 0.511023847782292 |
| 71 | 10 | 13.0611668417618 | -3.0611668417618 |
| 72 | 14 | 14.7122947796061 | -0.71229477960609 |
| 73 | 18 | 16.8203875490617 | 1.17961245093827 |
| 74 | 18 | 17.2455110282057 | 0.754488971794263 |
| 75 | 16 | 15.0119912891194 | 0.988008710880589 |
| 76 | 17 | 13.1312542145 | 3.86874578549995 |
| 77 | 16 | 16.4452320540163 | -0.445232054016302 |
| 78 | 16 | 14.2218140119876 | 1.77818598801244 |
| 79 | 13 | 14.8979616246973 | -1.89796162469735 |
| 80 | 16 | 15.1814455272344 | 0.818554472765605 |
| 81 | 16 | 15.5194572462212 | 0.480542753778823 |
| 82 | 16 | 15.6619342140938 | 0.338065785906196 |
| 83 | 15 | 15.663232412642 | -0.66323241264203 |
| 84 | 15 | 14.6712039048596 | 0.328796095140369 |
| 85 | 16 | 13.8724142585612 | 2.12758574143881 |
| 86 | 14 | 13.9835643979785 | 0.0164356020215261 |
| 87 | 16 | 15.2370930928785 | 0.762906907121482 |
| 88 | 16 | 14.6705412944135 | 1.32945870558652 |
| 89 | 15 | 14.0924020591452 | 0.907597940854827 |
| 90 | 12 | 13.6046469436175 | -1.60464694361748 |
| 91 | 17 | 16.9025210072646 | 0.0974789927354275 |
| 92 | 16 | 15.7239237919718 | 0.276076208028154 |
| 93 | 15 | 14.8817914660421 | 0.118208533957879 |
| 94 | 13 | 14.7836433238262 | -1.78364332382616 |
| 95 | 16 | 14.7424102219121 | 1.25758977808786 |
| 96 | 16 | 15.7362728786007 | 0.26372712139925 |
| 97 | 16 | 13.4970154914298 | 2.50298450857023 |
| 98 | 16 | 15.8560775246061 | 0.143922475393937 |
| 99 | 14 | 14.2416717860763 | -0.241671786076292 |
| 100 | 16 | 17.2413336472946 | -1.24133364729456 |
| 101 | 16 | 14.5360053760781 | 1.46399462392188 |
| 102 | 20 | 17.58049727287 | 2.41950272713003 |
| 103 | 15 | 14.0335589854295 | 0.966441014570535 |
| 104 | 16 | 14.8046051982166 | 1.19539480178343 |
| 105 | 13 | 14.790283752124 | -1.79028375212397 |
| 106 | 17 | 15.8036767729311 | 1.19632322706888 |
| 107 | 16 | 15.8431967745741 | 0.156803225425919 |
| 108 | 16 | 14.2929761875017 | 1.70702381249825 |
| 109 | 12 | 12.1194674563321 | -0.119467456332061 |
| 110 | 16 | 15.1062462337254 | 0.893753766274584 |
| 111 | 16 | 15.9119711143067 | 0.0880288856933299 |
| 112 | 17 | 14.8019714636309 | 2.19802853636914 |
| 113 | 13 | 14.5933208039284 | -1.5933208039284 |
| 114 | 12 | 14.643827153389 | -2.64382715338898 |
| 115 | 18 | 16.2976765706238 | 1.70232342937623 |
| 116 | 14 | 15.9700884989751 | -1.97008849897511 |
| 117 | 14 | 12.9889238895155 | 1.01107611048447 |
| 118 | 13 | 14.7916771565209 | -1.79167715652087 |
| 119 | 16 | 15.5218361845303 | 0.47816381546968 |
| 120 | 13 | 14.3953541738269 | -1.39535417382689 |
| 121 | 16 | 15.3875105549465 | 0.612489445053484 |
| 122 | 13 | 15.9103116501711 | -2.91031165017107 |
| 123 | 16 | 17.1078536189398 | -1.10785361893985 |
| 124 | 15 | 16.0357919805867 | -1.03579198058672 |
| 125 | 16 | 16.8925598386954 | -0.892559838695415 |
| 126 | 15 | 14.7852083484988 | 0.214791651501209 |
| 127 | 17 | 15.8746899145471 | 1.12531008545287 |
| 128 | 15 | 13.9718481825535 | 1.02815181744649 |
| 129 | 12 | 14.7641705998629 | -2.76417059986291 |
| 130 | 16 | 13.8937373477987 | 2.10626265220132 |
| 131 | 10 | 13.4359810749469 | -3.43598107494686 |
| 132 | 16 | 13.5428487656805 | 2.4571512343195 |
| 133 | 12 | 14.0785708758197 | -2.0785708758197 |
| 134 | 14 | 15.7176290661727 | -1.71762906617269 |
| 135 | 15 | 15.1002651820584 | -0.100265182058446 |
| 136 | 13 | 11.8618663574348 | 1.13813364256521 |
| 137 | 15 | 14.5570383667587 | 0.442961633241335 |
| 138 | 11 | 13.3524026218286 | -2.35240262182863 |
| 139 | 12 | 13.0262652271207 | -1.02626522712072 |
| 140 | 11 | 13.2573446407733 | -2.25734464077333 |
| 141 | 16 | 12.8918111588156 | 3.10818884118442 |
| 142 | 15 | 13.5043633953377 | 1.49563660466231 |
| 143 | 17 | 16.9500935575372 | 0.0499064424627691 |
| 144 | 16 | 14.2054084811734 | 1.79459151882662 |
| 145 | 10 | 13.3498885155341 | -3.34988851553409 |
| 146 | 18 | 15.7036841913383 | 2.29631580866168 |
| 147 | 13 | 15.1065255058354 | -2.10652550583544 |
| 148 | 16 | 14.9088957314598 | 1.09110426854024 |
| 149 | 13 | 12.6442890846133 | 0.355710915386657 |
| 150 | 10 | 12.8866229660412 | -2.88662296604125 |
| 151 | 15 | 16.2264513647711 | -1.22645136477105 |
| 152 | 16 | 13.9982753398405 | 2.0017246601595 |
| 153 | 16 | 11.7068954436143 | 4.29310455638573 |
| 154 | 14 | 12.2930128513308 | 1.70698714866919 |
| 155 | 10 | 12.2837711569455 | -2.28377115694548 |
| 156 | 17 | 16.9025210072646 | 0.0974789927354275 |
| 157 | 13 | 11.5442639683673 | 1.45573603163267 |
| 158 | 15 | 13.9718481825535 | 1.02815181744649 |
| 159 | 16 | 14.6647147695073 | 1.33528523049274 |
| 160 | 12 | 12.5147847932947 | -0.514784793294732 |
| 161 | 13 | 12.5956016654293 | 0.404398334570735 |
| 162 | 13 | 12.4019444500203 | 0.598055549979665 |
| 163 | 12 | 12.3563914844669 | -0.356391484466872 |
| 164 | 17 | 16.5967735292638 | 0.403226470736195 |
| 165 | 15 | 13.6609433237576 | 1.33905667624243 |
| 166 | 10 | 11.3407358686386 | -1.34073586863863 |
| 167 | 14 | 14.4220395460115 | -0.42203954601148 |
| 168 | 11 | 14.2244668740063 | -3.22446687400627 |
| 169 | 13 | 14.8238026766524 | -1.82380267665237 |
| 170 | 16 | 14.349681927853 | 1.65031807214696 |
| 171 | 12 | 10.4260388998853 | 1.57396110011475 |
| 172 | 16 | 15.7299438240612 | 0.27005617593875 |
| 173 | 12 | 14.0605689784399 | -2.06056897843987 |
| 174 | 9 | 11.297045950906 | -2.29704595090604 |
| 175 | 12 | 15.3293698151706 | -3.32936981517062 |
| 176 | 15 | 14.7250871511627 | 0.274912848837257 |
| 177 | 12 | 12.3038409270153 | -0.303840927015343 |
| 178 | 12 | 12.6547895910392 | -0.654789591039172 |
| 179 | 14 | 14.0541338266479 | -0.0541338266478555 |
| 180 | 12 | 13.5166392026678 | -1.5166392026678 |
| 181 | 16 | 15.4989714150368 | 0.501028584963152 |
| 182 | 11 | 11.557930840078 | -0.557930840078033 |
| 183 | 19 | 17.1397518342919 | 1.86024816570808 |
| 184 | 15 | 15.5660181733142 | -0.566018173314173 |
| 185 | 8 | 14.6206369722122 | -6.62063697221216 |
| 186 | 16 | 14.933645348001 | 1.06635465199902 |
| 187 | 17 | 14.7723422385428 | 2.22765776145723 |
| 188 | 12 | 12.576418357724 | -0.57641835772395 |
| 189 | 11 | 11.512185009998 | -0.512185009997973 |
| 190 | 11 | 10.2791410034115 | 0.720858996588508 |
| 191 | 14 | 15.1092450464616 | -1.1092450464616 |
| 192 | 16 | 15.895042987085 | 0.104957012914992 |
| 193 | 12 | 9.63621495018308 | 2.36378504981692 |
| 194 | 16 | 14.3239775219956 | 1.67602247800442 |
| 195 | 13 | 13.9004685211203 | -0.900468521120339 |
| 196 | 15 | 15.4058352264456 | -0.405835226445549 |
| 197 | 16 | 13.0836896405637 | 2.91631035943632 |
| 198 | 16 | 15.2692492203823 | 0.730750779617739 |
| 199 | 14 | 12.4949616788401 | 1.50503832115991 |
| 200 | 16 | 14.6869818638142 | 1.31301813618578 |
| 201 | 16 | 14.1655131526235 | 1.83448684737647 |
| 202 | 14 | 13.4773038710619 | 0.522696128938109 |
| 203 | 11 | 13.7723061959415 | -2.77230619594147 |
| 204 | 12 | 14.9605954184046 | -2.96059541840455 |
| 205 | 15 | 12.9648708503474 | 2.03512914965256 |
| 206 | 15 | 14.8345137323858 | 0.165486267614152 |
| 207 | 16 | 14.829790654696 | 1.17020934530396 |
| 208 | 16 | 15.4850832707174 | 0.514916729282625 |
| 209 | 11 | 13.9468690617298 | -2.9468690617298 |
| 210 | 15 | 14.2879867953963 | 0.712013204603669 |
| 211 | 12 | 14.526839237758 | -2.52683923775798 |
| 212 | 12 | 16.3301843413077 | -4.33018434130769 |
| 213 | 15 | 14.2438980123555 | 0.756101987644503 |
| 214 | 15 | 12.116028482646 | 2.88397151735404 |
| 215 | 16 | 14.9048003018464 | 1.09519969815361 |
| 216 | 14 | 13.3898799663252 | 0.610120033674782 |
| 217 | 17 | 15.0313394355929 | 1.96866056440707 |
| 218 | 14 | 14.365857370602 | -0.365857370602036 |
| 219 | 13 | 12.0229053530269 | 0.977094646973057 |
| 220 | 15 | 15.6103957498177 | -0.610395749817655 |
| 221 | 13 | 15.0379609957436 | -2.03796099574355 |
| 222 | 14 | 14.652225454202 | -0.652225454201975 |
| 223 | 15 | 14.5612281139041 | 0.438771886095865 |
| 224 | 12 | 13.4393062468293 | -1.43930624682928 |
| 225 | 13 | 12.8739941751421 | 0.126005824857865 |
| 226 | 8 | 11.9343546211081 | -3.93435462110808 |
| 227 | 14 | 14.3231387801053 | -0.323138780105334 |
| 228 | 14 | 13.2917090339788 | 0.708290966021163 |
| 229 | 11 | 12.3440243141206 | -1.3440243141206 |
| 230 | 12 | 13.1672187509188 | -1.16721875091878 |
| 231 | 13 | 11.4919237366282 | 1.50807626337175 |
| 232 | 10 | 13.4537952826456 | -3.45379528264557 |
| 233 | 16 | 11.7121141114013 | 4.2878858885987 |
| 234 | 18 | 16.5361936369136 | 1.46380636308643 |
| 235 | 13 | 14.3202187044387 | -1.32021870443871 |
| 236 | 11 | 13.6910122444104 | -2.69101224441038 |
| 237 | 4 | 11.19285806311 | -7.19285806310998 |
| 238 | 13 | 14.9009497151881 | -1.90094971518807 |
| 239 | 16 | 14.5563984687634 | 1.44360153123661 |
| 240 | 10 | 11.9738284729431 | -1.97382847294308 |
| 241 | 12 | 12.3104262526516 | -0.31042625265157 |
| 242 | 12 | 13.8390234702109 | -1.8390234702109 |
| 243 | 10 | 8.85257500720943 | 1.14742499279056 |
| 244 | 13 | 11.2978167339122 | 1.7021832660878 |
| 245 | 15 | 14.1110277757012 | 0.888972224298776 |
| 246 | 12 | 11.9868641879996 | 0.013135812000393 |
| 247 | 14 | 13.1364690978718 | 0.863530902128218 |
| 248 | 10 | 12.9569243699695 | -2.95692436996951 |
| 249 | 12 | 10.68375800526 | 1.31624199474001 |
| 250 | 12 | 11.8089699805697 | 0.191030019430317 |
| 251 | 11 | 12.1083946007191 | -1.10839460071908 |
| 252 | 10 | 11.8382711620479 | -1.83827116204791 |
| 253 | 12 | 11.6900148124594 | 0.309985187540589 |
| 254 | 16 | 13.1738852536999 | 2.8261147463001 |
| 255 | 12 | 13.75427496248 | -1.75427496247999 |
| 256 | 14 | 14.2771236861309 | -0.2771236861309 |
| 257 | 16 | 14.6783967195474 | 1.32160328045257 |
| 258 | 14 | 11.8081254441163 | 2.19187455588371 |
| 259 | 13 | 14.8268822976117 | -1.82688229761175 |
| 260 | 4 | 9.48489291173289 | -5.48489291173289 |
| 261 | 15 | 14.1301489623116 | 0.869851037688359 |
| 262 | 11 | 15.5591171345592 | -4.55911713455921 |
| 263 | 11 | 11.5408906987234 | -0.540890698723357 |
| 264 | 14 | 13.1222822512428 | 0.877717748757232 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 11 | 0.170144339349467 | 0.340288678698934 | 0.829855660650533 |
| 12 | 0.234194044875485 | 0.46838808975097 | 0.765805955124515 |
| 13 | 0.159791946088099 | 0.319583892176198 | 0.840208053911901 |
| 14 | 0.0981972673535147 | 0.196394534707029 | 0.901802732646485 |
| 15 | 0.090836865667708 | 0.181673731335416 | 0.909163134332292 |
| 16 | 0.0522141213854611 | 0.104428242770922 | 0.947785878614539 |
| 17 | 0.0493503606414635 | 0.0987007212829271 | 0.950649639358536 |
| 18 | 0.212786551747251 | 0.425573103494501 | 0.787213448252749 |
| 19 | 0.165921612284331 | 0.331843224568663 | 0.834078387715669 |
| 20 | 0.114312557538863 | 0.228625115077727 | 0.885687442461137 |
| 21 | 0.0761285425785354 | 0.152257085157071 | 0.923871457421465 |
| 22 | 0.0624832029716105 | 0.124966405943221 | 0.93751679702839 |
| 23 | 0.101465470793558 | 0.202930941587115 | 0.898534529206443 |
| 24 | 0.167688790048956 | 0.335377580097911 | 0.832311209951044 |
| 25 | 0.149548325741706 | 0.299096651483412 | 0.850451674258294 |
| 26 | 0.124823409382769 | 0.249646818765537 | 0.875176590617231 |
| 27 | 0.143402742500003 | 0.286805485000005 | 0.856597257499997 |
| 28 | 0.164230812694695 | 0.328461625389389 | 0.835769187305305 |
| 29 | 0.146582234590387 | 0.293164469180773 | 0.853417765409613 |
| 30 | 0.165141751681057 | 0.330283503362114 | 0.834858248318943 |
| 31 | 0.129435105793466 | 0.258870211586933 | 0.870564894206534 |
| 32 | 0.121675986967165 | 0.24335197393433 | 0.878324013032835 |
| 33 | 0.106906090659602 | 0.213812181319204 | 0.893093909340398 |
| 34 | 0.0840255609755065 | 0.168051121951013 | 0.915974439024493 |
| 35 | 0.0663025723035559 | 0.132605144607112 | 0.933697427696444 |
| 36 | 0.151585308657111 | 0.303170617314222 | 0.848414691342889 |
| 37 | 0.191995010283859 | 0.383990020567719 | 0.808004989716141 |
| 38 | 0.19131562446798 | 0.382631248935959 | 0.80868437553202 |
| 39 | 0.213321165062791 | 0.426642330125583 | 0.786678834937208 |
| 40 | 0.193085510297174 | 0.386171020594348 | 0.806914489702826 |
| 41 | 0.167550289607533 | 0.335100579215066 | 0.832449710392467 |
| 42 | 0.14567177961543 | 0.291343559230859 | 0.85432822038457 |
| 43 | 0.142397113919413 | 0.284794227838827 | 0.857602886080587 |
| 44 | 0.118036317919058 | 0.236072635838116 | 0.881963682080942 |
| 45 | 0.0986022429511333 | 0.197204485902267 | 0.901397757048867 |
| 46 | 0.2643603470038 | 0.5287206940076 | 0.7356396529962 |
| 47 | 0.446208955452554 | 0.892417910905107 | 0.553791044547446 |
| 48 | 0.397819116445357 | 0.795638232890714 | 0.602180883554643 |
| 49 | 0.372060930825468 | 0.744121861650937 | 0.627939069174531 |
| 50 | 0.355987132718164 | 0.711974265436328 | 0.644012867281836 |
| 51 | 0.319859549071412 | 0.639719098142825 | 0.680140450928588 |
| 52 | 0.278578942347115 | 0.55715788469423 | 0.721421057652885 |
| 53 | 0.296357590077779 | 0.592715180155558 | 0.703642409922221 |
| 54 | 0.281249740516529 | 0.562499481033058 | 0.718750259483471 |
| 55 | 0.284406364088129 | 0.568812728176258 | 0.715593635911871 |
| 56 | 0.270064031646983 | 0.540128063293965 | 0.729935968353017 |
| 57 | 0.233932244117263 | 0.467864488234526 | 0.766067755882737 |
| 58 | 0.20411880639074 | 0.40823761278148 | 0.79588119360926 |
| 59 | 0.173900834520797 | 0.347801669041594 | 0.826099165479203 |
| 60 | 0.180060675928641 | 0.360121351857282 | 0.819939324071359 |
| 61 | 0.16018989676308 | 0.320379793526161 | 0.83981010323692 |
| 62 | 0.138547728897178 | 0.277095457794357 | 0.861452271102822 |
| 63 | 0.115864873341034 | 0.231729746682069 | 0.884135126658966 |
| 64 | 0.0971860254754417 | 0.194372050950883 | 0.902813974524558 |
| 65 | 0.081656750787273 | 0.163313501574546 | 0.918343249212727 |
| 66 | 0.0742768645155315 | 0.148553729031063 | 0.925723135484468 |
| 67 | 0.0714439011303268 | 0.142887802260654 | 0.928556098869673 |
| 68 | 0.169652645482077 | 0.339305290964154 | 0.830347354517923 |
| 69 | 0.268844950780973 | 0.537689901561946 | 0.731155049219027 |
| 70 | 0.238606535424306 | 0.477213070848611 | 0.761393464575694 |
| 71 | 0.347039232994512 | 0.694078465989024 | 0.652960767005488 |
| 72 | 0.311575684946203 | 0.623151369892406 | 0.688424315053797 |
| 73 | 0.3010570257877 | 0.6021140515754 | 0.6989429742123 |
| 74 | 0.280592225850254 | 0.561184451700509 | 0.719407774149746 |
| 75 | 0.251035828558998 | 0.502071657117996 | 0.748964171441002 |
| 76 | 0.325639366041075 | 0.65127873208215 | 0.674360633958925 |
| 77 | 0.292181164727838 | 0.584362329455676 | 0.707818835272162 |
| 78 | 0.273518817994611 | 0.547037635989221 | 0.726481182005389 |
| 79 | 0.289448148071654 | 0.578896296143308 | 0.710551851928346 |
| 80 | 0.263291496428496 | 0.526582992856993 | 0.736708503571504 |
| 81 | 0.235402730473433 | 0.470805460946867 | 0.764597269526567 |
| 82 | 0.206576274493771 | 0.413152548987542 | 0.793423725506229 |
| 83 | 0.184091491371616 | 0.368182982743233 | 0.815908508628384 |
| 84 | 0.159217200408334 | 0.318434400816667 | 0.840782799591666 |
| 85 | 0.157337705193252 | 0.314675410386504 | 0.842662294806748 |
| 86 | 0.134799632738929 | 0.269599265477857 | 0.865200367261071 |
| 87 | 0.117125246235444 | 0.234250492470888 | 0.882874753764556 |
| 88 | 0.106371605637202 | 0.212743211274404 | 0.893628394362798 |
| 89 | 0.0910743274232324 | 0.182148654846465 | 0.908925672576768 |
| 90 | 0.0899188155379209 | 0.179837631075842 | 0.910081184462079 |
| 91 | 0.0765163103328662 | 0.153032620665732 | 0.923483689667134 |
| 92 | 0.0648864921559723 | 0.129772984311945 | 0.935113507844028 |
| 93 | 0.0542840990623 | 0.1085681981246 | 0.9457159009377 |
| 94 | 0.0565261000831223 | 0.113052200166245 | 0.943473899916878 |
| 95 | 0.0512227416017072 | 0.102445483203414 | 0.948777258398293 |
| 96 | 0.0424876706019421 | 0.0849753412038842 | 0.957512329398058 |
| 97 | 0.0478730664606564 | 0.0957461329213128 | 0.952126933539344 |
| 98 | 0.0392846286724734 | 0.0785692573449468 | 0.960715371327527 |
| 99 | 0.0320293821109775 | 0.064058764221955 | 0.967970617889022 |
| 100 | 0.0279368562742382 | 0.0558737125484764 | 0.972063143725762 |
| 101 | 0.024824464453852 | 0.0496489289077039 | 0.975175535546148 |
| 102 | 0.0297512951105044 | 0.0595025902210088 | 0.970248704889496 |
| 103 | 0.0253725620043762 | 0.0507451240087524 | 0.974627437995624 |
| 104 | 0.0224846470910083 | 0.0449692941820165 | 0.977515352908992 |
| 105 | 0.0259135723673586 | 0.0518271447347171 | 0.974086427632641 |
| 106 | 0.0227122050328001 | 0.0454244100656002 | 0.9772877949672 |
| 107 | 0.0182698151114465 | 0.036539630222893 | 0.981730184888553 |
| 108 | 0.0177839600833933 | 0.0355679201667866 | 0.982216039916607 |
| 109 | 0.0143280277331816 | 0.0286560554663632 | 0.985671972266818 |
| 110 | 0.0116300049961491 | 0.0232600099922983 | 0.988369995003851 |
| 111 | 0.0091329915435814 | 0.0182659830871628 | 0.990867008456419 |
| 112 | 0.0093986042071529 | 0.0187972084143058 | 0.990601395792847 |
| 113 | 0.00814012977235775 | 0.0162802595447155 | 0.991859870227642 |
| 114 | 0.0118700637429529 | 0.0237401274859058 | 0.988129936257047 |
| 115 | 0.0114076382845889 | 0.0228152765691777 | 0.988592361715411 |
| 116 | 0.0112895676366253 | 0.0225791352732506 | 0.988710432363375 |
| 117 | 0.00920457908422227 | 0.0184091581684445 | 0.990795420915778 |
| 118 | 0.00942662259677678 | 0.0188532451935536 | 0.990573377403223 |
| 119 | 0.00757593975960193 | 0.0151518795192039 | 0.992424060240398 |
| 120 | 0.00679299329890359 | 0.0135859865978072 | 0.993207006701096 |
| 121 | 0.00548328696558597 | 0.0109665739311719 | 0.994516713034414 |
| 122 | 0.00856339751291019 | 0.0171267950258204 | 0.99143660248709 |
| 123 | 0.00724099307479642 | 0.0144819861495928 | 0.992759006925204 |
| 124 | 0.00639770046687826 | 0.0127954009337565 | 0.993602299533122 |
| 125 | 0.0052331714848433 | 0.0104663429696866 | 0.994766828515157 |
| 126 | 0.00420542995767006 | 0.00841085991534012 | 0.99579457004233 |
| 127 | 0.00378572988430499 | 0.00757145976860999 | 0.996214270115695 |
| 128 | 0.00302791301196285 | 0.0060558260239257 | 0.996972086988037 |
| 129 | 0.00455868990337996 | 0.00911737980675991 | 0.99544131009662 |
| 130 | 0.00490809767285888 | 0.00981619534571775 | 0.995091902327141 |
| 131 | 0.0106912895221659 | 0.0213825790443317 | 0.989308710477834 |
| 132 | 0.0130710495372515 | 0.026142099074503 | 0.986928950462749 |
| 133 | 0.0144975550758299 | 0.0289951101516599 | 0.98550244492417 |
| 134 | 0.0140997076006603 | 0.0281994152013205 | 0.98590029239934 |
| 135 | 0.0114019560041392 | 0.0228039120082785 | 0.988598043995861 |
| 136 | 0.00960702463360646 | 0.0192140492672129 | 0.990392975366394 |
| 137 | 0.00764710532199571 | 0.0152942106439914 | 0.992352894678004 |
| 138 | 0.00980033619299472 | 0.0196006723859894 | 0.990199663807005 |
| 139 | 0.00857344853455397 | 0.0171468970691079 | 0.991426551465446 |
| 140 | 0.0100837907610839 | 0.0201675815221678 | 0.989916209238916 |
| 141 | 0.0150265723088098 | 0.0300531446176196 | 0.98497342769119 |
| 142 | 0.0134839218648758 | 0.0269678437297517 | 0.986516078135124 |
| 143 | 0.0106668431560637 | 0.0213336863121274 | 0.989333156843936 |
| 144 | 0.0114144869544875 | 0.022828973908975 | 0.988585513045512 |
| 145 | 0.0208012956587828 | 0.0416025913175656 | 0.979198704341217 |
| 146 | 0.0258067990191316 | 0.0516135980382632 | 0.974193200980868 |
| 147 | 0.0275060955580666 | 0.0550121911161332 | 0.972493904441933 |
| 148 | 0.0247401391643044 | 0.0494802783286088 | 0.975259860835696 |
| 149 | 0.0204644154981686 | 0.0409288309963372 | 0.979535584501831 |
| 150 | 0.02857684108698 | 0.0571536821739601 | 0.97142315891302 |
| 151 | 0.0244148895960706 | 0.0488297791921412 | 0.975585110403929 |
| 152 | 0.0254732566345946 | 0.0509465132691892 | 0.974526743365405 |
| 153 | 0.053415387989031 | 0.106830775978062 | 0.946584612010969 |
| 154 | 0.0526183697421536 | 0.105236739484307 | 0.947381630257846 |
| 155 | 0.0602768567081466 | 0.120553713416293 | 0.939723143291853 |
| 156 | 0.0512238717551851 | 0.10244774351037 | 0.948776128244815 |
| 157 | 0.0454875156244414 | 0.0909750312488829 | 0.954512484375559 |
| 158 | 0.039621046901683 | 0.0792420938033661 | 0.960378953098317 |
| 159 | 0.0387841143773507 | 0.0775682287547013 | 0.961215885622649 |
| 160 | 0.033042342049465 | 0.0660846840989299 | 0.966957657950535 |
| 161 | 0.0270735325501229 | 0.0541470651002459 | 0.972926467449877 |
| 162 | 0.0221228290972058 | 0.0442456581944116 | 0.977877170902794 |
| 163 | 0.0182379848554375 | 0.0364759697108749 | 0.981762015144563 |
| 164 | 0.0153373980315884 | 0.0306747960631767 | 0.984662601968412 |
| 165 | 0.0133812925142103 | 0.0267625850284206 | 0.98661870748579 |
| 166 | 0.0136466488480643 | 0.0272932976961286 | 0.986353351151936 |
| 167 | 0.0108986789480242 | 0.0217973578960483 | 0.989101321051976 |
| 168 | 0.0163843067607959 | 0.0327686135215919 | 0.983615693239204 |
| 169 | 0.0162697723459357 | 0.0325395446918714 | 0.983730227654064 |
| 170 | 0.0150183294983456 | 0.0300366589966911 | 0.984981670501654 |
| 171 | 0.014455178429683 | 0.028910356859366 | 0.985544821570317 |
| 172 | 0.0116262533584827 | 0.0232525067169653 | 0.988373746641517 |
| 173 | 0.0116397191666903 | 0.0232794383333806 | 0.98836028083331 |
| 174 | 0.0130468235286746 | 0.0260936470573493 | 0.986953176471325 |
| 175 | 0.0176441463930043 | 0.0352882927860085 | 0.982355853606996 |
| 176 | 0.0140853315913549 | 0.0281706631827097 | 0.985914668408645 |
| 177 | 0.0114011982475522 | 0.0228023964951045 | 0.988598801752448 |
| 178 | 0.00924682923687073 | 0.0184936584737415 | 0.990753170763129 |
| 179 | 0.00718920884038476 | 0.0143784176807695 | 0.992810791159615 |
| 180 | 0.00625821666643178 | 0.0125164333328636 | 0.993741783333568 |
| 181 | 0.005120990486324 | 0.010241980972648 | 0.994879009513676 |
| 182 | 0.00412680390090016 | 0.00825360780180031 | 0.9958731960991 |
| 183 | 0.0043227036331597 | 0.0086454072663194 | 0.99567729636684 |
| 184 | 0.00339871409307219 | 0.00679742818614438 | 0.996601285906928 |
| 185 | 0.0803183657537509 | 0.160636731507502 | 0.919681634246249 |
| 186 | 0.0693367896927412 | 0.138673579385482 | 0.930663210307259 |
| 187 | 0.0793857484699173 | 0.158771496939835 | 0.920614251530083 |
| 188 | 0.0679454307705321 | 0.135890861541064 | 0.932054569229468 |
| 189 | 0.0572639565231569 | 0.114527913046314 | 0.942736043476843 |
| 190 | 0.0471486439594563 | 0.0942972879189126 | 0.952851356040544 |
| 191 | 0.0415620863318831 | 0.0831241726637663 | 0.958437913668117 |
| 192 | 0.0348910959393906 | 0.0697821918787812 | 0.965108904060609 |
| 193 | 0.0408351646579103 | 0.0816703293158205 | 0.95916483534209 |
| 194 | 0.0438723217837074 | 0.0877446435674149 | 0.956127678216293 |
| 195 | 0.0370606432330787 | 0.0741212864661575 | 0.962939356766921 |
| 196 | 0.0307942391329495 | 0.061588478265899 | 0.969205760867051 |
| 197 | 0.0410103930061636 | 0.0820207860123272 | 0.958989606993836 |
| 198 | 0.0334164085771314 | 0.0668328171542628 | 0.966583591422869 |
| 199 | 0.0309281089862838 | 0.0618562179725675 | 0.969071891013716 |
| 200 | 0.025993629412832 | 0.0519872588256639 | 0.974006370587168 |
| 201 | 0.0244707658495178 | 0.0489415316990356 | 0.975529234150482 |
| 202 | 0.0202893033406166 | 0.0405786066812331 | 0.979710696659383 |
| 203 | 0.0263266457514191 | 0.0526532915028383 | 0.973673354248581 |
| 204 | 0.030494041149172 | 0.0609880822983441 | 0.969505958850828 |
| 205 | 0.033354332463972 | 0.066708664927944 | 0.966645667536028 |
| 206 | 0.0263104241389724 | 0.0526208482779448 | 0.973689575861028 |
| 207 | 0.0258754556779088 | 0.0517509113558177 | 0.974124544322091 |
| 208 | 0.0211275917845648 | 0.0422551835691296 | 0.978872408215435 |
| 209 | 0.0237812974053292 | 0.0475625948106584 | 0.976218702594671 |
| 210 | 0.0191551783981021 | 0.0383103567962042 | 0.980844821601898 |
| 211 | 0.0213903547025681 | 0.0427807094051363 | 0.978609645297432 |
| 212 | 0.0350627895479891 | 0.0701255790959782 | 0.964937210452011 |
| 213 | 0.0275811235799832 | 0.0551622471599663 | 0.972418876420017 |
| 214 | 0.039074209264491 | 0.0781484185289821 | 0.960925790735509 |
| 215 | 0.0335639705453487 | 0.0671279410906974 | 0.966436029454651 |
| 216 | 0.0261072696535725 | 0.0522145393071451 | 0.973892730346427 |
| 217 | 0.0283816639116524 | 0.0567633278233049 | 0.971618336088348 |
| 218 | 0.0241970673205363 | 0.0483941346410726 | 0.975802932679464 |
| 219 | 0.0217129142595484 | 0.0434258285190968 | 0.978287085740452 |
| 220 | 0.016563496367042 | 0.0331269927340841 | 0.983436503632958 |
| 221 | 0.0147545691170678 | 0.0295091382341355 | 0.985245430882932 |
| 222 | 0.0108042199494614 | 0.0216084398989228 | 0.989195780050539 |
| 223 | 0.00806312266250035 | 0.0161262453250007 | 0.9919368773375 |
| 224 | 0.00648440294505241 | 0.0129688058901048 | 0.993515597054948 |
| 225 | 0.00564319637698336 | 0.0112863927539667 | 0.994356803623017 |
| 226 | 0.0132082082373267 | 0.0264164164746534 | 0.986791791762673 |
| 227 | 0.0101297999377709 | 0.0202595998755418 | 0.989870200062229 |
| 228 | 0.00728833040974478 | 0.0145766608194896 | 0.992711669590255 |
| 229 | 0.00529598937623169 | 0.0105919787524634 | 0.994704010623768 |
| 230 | 0.00381961142114779 | 0.00763922284229558 | 0.996180388578852 |
| 231 | 0.0038161450971346 | 0.00763229019426921 | 0.996183854902865 |
| 232 | 0.00721454487080366 | 0.0144290897416073 | 0.992785455129196 |
| 233 | 0.034347230570243 | 0.068694461140486 | 0.965652769429757 |
| 234 | 0.0498474290025051 | 0.0996948580050103 | 0.950152570997495 |
| 235 | 0.0370540482810151 | 0.0741080965620303 | 0.962945951718985 |
| 236 | 0.0330352399294868 | 0.0660704798589737 | 0.966964760070513 |
| 237 | 0.235521127706618 | 0.471042255413235 | 0.764478872293382 |
| 238 | 0.191466174381979 | 0.382932348763959 | 0.808533825618021 |
| 239 | 0.171564975949188 | 0.343129951898376 | 0.828435024050812 |
| 240 | 0.135054108908674 | 0.270108217817348 | 0.864945891091326 |
| 241 | 0.107701907788468 | 0.215403815576937 | 0.892298092211532 |
| 242 | 0.0895027986709536 | 0.179005597341907 | 0.910497201329046 |
| 243 | 0.0832996577846232 | 0.166599315569246 | 0.916700342215377 |
| 244 | 0.147134125470699 | 0.294268250941398 | 0.852865874529301 |
| 245 | 0.131848103680358 | 0.263696207360717 | 0.868151896319642 |
| 246 | 0.105282948208039 | 0.210565896416078 | 0.894717051791961 |
| 247 | 0.0741172869543783 | 0.148234573908757 | 0.925882713045622 |
| 248 | 0.063719328775831 | 0.127438657551662 | 0.936280671224169 |
| 249 | 0.0598907937103718 | 0.119781587420744 | 0.940109206289628 |
| 250 | 0.0745533310804521 | 0.149106662160904 | 0.925446668919548 |
| 251 | 0.0442180928750704 | 0.0884361857501407 | 0.95578190712493 |
| 252 | 0.109195308735859 | 0.218390617471719 | 0.890804691264141 |
| 253 | 0.231065313825999 | 0.462130627651998 | 0.768934686174001 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 10 | 0.0411522633744856 | NOK |
| 5% type I error level | 89 | 0.366255144032922 | NOK |
| 10% type I error level | 134 | 0.551440329218107 | NOK |
