| Multiple Linear Regression - Estimated Regression Equation |
| Fat[t] = + 3.46446917493056 -2.07442577566231Density[t] + 0.0705592926470338Age[t] -0.0783934514200624Weight[t] -0.0459118591136573Height[t] -0.476184080075973Neck[t] -0.019993427804318Chest[t] + 0.856618191495847Abdomen[t] -0.246802192207272Hip[t] + 0.28919293084057Thigh[t] + 0.185852531713632Knee[t] + 0.110142959754307Ankle[t] + 0.159976375626986Biceps[t] + 0.4338780396212Forearm[t] -1.50455290326014Wrist[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) | 3.46446917493056 | 17.475912 | 0.1982 | 0.843025 | 0.421513 |
| Density | -2.07442577566231 | 0.480743 | -4.315 | 2.3e-05 | 1.2e-05 |
| Age | 0.0705592926470338 | 0.031276 | 2.256 | 0.024981 | 0.012491 |
| Weight | -0.0783934514200624 | 0.0517 | -1.5163 | 0.130775 | 0.065388 |
| Height | -0.0459118591136573 | 0.092801 | -0.4947 | 0.621245 | 0.310623 |
| Neck | -0.476184080075973 | 0.224316 | -2.1228 | 0.034806 | 0.017403 |
| Chest | -0.019993427804318 | 0.095673 | -0.209 | 0.834646 | 0.417323 |
| Abdomen | 0.856618191495847 | 0.086462 | 9.9075 | 0 | 0 |
| Hip | -0.246802192207272 | 0.141085 | -1.7493 | 0.081532 | 0.040766 |
| Thigh | 0.28919293084057 | 0.139836 | 2.0681 | 0.039717 | 0.019859 |
| Knee | 0.185852531713632 | 0.236811 | 0.7848 | 0.433347 | 0.216674 |
| Ankle | 0.110142959754307 | 0.214209 | 0.5142 | 0.607602 | 0.303801 |
| Biceps | 0.159976375626986 | 0.165198 | 0.9684 | 0.333837 | 0.166918 |
| Forearm | 0.4338780396212 | 0.19219 | 2.2576 | 0.024884 | 0.012442 |
| Wrist | -1.50455290326014 | 0.516881 | -2.9108 | 0.003948 | 0.001974 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.875973415883793 |
| R-squared | 0.76732942533512 |
| Adjusted R-squared | 0.753585171979389 |
| F-TEST (value) | 55.8291094812471 |
| F-TEST (DF numerator) | 14 |
| F-TEST (DF denominator) | 237 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 4.15425848735143 |
| Sum Squared Residuals | 4090.11366839634 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 12.3 | 15.9199351191195 | -3.61993511911949 |
| 2 | 6.1 | 8.66045668215501 | -2.56045668215501 |
| 3 | 25.3 | 18.6822450779901 | 6.61775492200987 |
| 4 | 10.4 | 11.767791802012 | -1.36779180201196 |
| 5 | 28.7 | 27.4821748823409 | 1.21782511765909 |
| 6 | 20.9 | 17.4715562795515 | 3.42844372044848 |
| 7 | 19.2 | 16.5946891097283 | 2.60531089027173 |
| 8 | 12.4 | 14.1586844912188 | -1.75868449121883 |
| 9 | 4.1 | 9.88578105584531 | -5.78578105584531 |
| 10 | 11.7 | 10.6706676482444 | 1.02933235175557 |
| 11 | 7.1 | 9.41442817274954 | -2.31442817274954 |
| 12 | 7.8 | 12.7220441516948 | -4.92204415169484 |
| 13 | 20.8 | 17.8703315980842 | 2.92966840191576 |
| 14 | 21.2 | 24.7240559254832 | -3.52405592548321 |
| 15 | 22.1 | 24.2112524780163 | -2.11125247801627 |
| 16 | 20.9 | 22.8692758403064 | -1.96927584030642 |
| 17 | 29 | 23.8693062785825 | 5.13069372141754 |
| 18 | 22.9 | 19.5098714428533 | 3.39012855714671 |
| 19 | 16 | 16.7715315573044 | -0.77153155730443 |
| 20 | 16.5 | 22.6568857883471 | -6.15688578834707 |
| 21 | 19.1 | 20.4967148773441 | -1.39671487734409 |
| 22 | 15.2 | 19.4831158782399 | -4.28311587823991 |
| 23 | 15.6 | 9.88667914950284 | 5.71332085049716 |
| 24 | 17.7 | 11.3946515950854 | 6.30534840491465 |
| 25 | 14 | 8.4798023684644 | 5.5201976315356 |
| 26 | 3.7 | 8.22621456256947 | -4.52621456256947 |
| 27 | 7.9 | 9.10961026056871 | -1.20961026056871 |
| 28 | 22.9 | 17.6893542222526 | 5.21064577774744 |
| 29 | 3.7 | 5.93115895930214 | -2.23115895930214 |
| 30 | 8.8 | 11.1058863131255 | -2.30588631312546 |
| 31 | 11.9 | 13.8415368913955 | -1.94153689139553 |
| 32 | 5.7 | 10.9045007967427 | -5.20450079674272 |
| 33 | 11.8 | 6.49335053340234 | 5.30664946659766 |
| 34 | 21.3 | 24.2853912916875 | -2.98539129168751 |
| 35 | 32.3 | 31.9110851399653 | 0.388914860034695 |
| 36 | 40.1 | 35.9973581653848 | 4.10264183461519 |
| 37 | 24.2 | 23.8989061613896 | 0.301093838610388 |
| 38 | 28.4 | 22.4596947735492 | 5.94030522645076 |
| 39 | 35.2 | 42.2860334746234 | -7.08603347462343 |
| 40 | 32.6 | 32.0470575974818 | 0.55294240251817 |
| 41 | 34.5 | 34.7310312083206 | -0.23103120832061 |
| 42 | 32.9 | 31.7475670637536 | 1.15243293624635 |
| 43 | 31.6 | 33.4222038893585 | -1.82220388935851 |
| 44 | 32 | 26.3551367955531 | 5.64486320444688 |
| 45 | 7.7 | 10.6728409364813 | -2.97284093648126 |
| 46 | 13.9 | 10.6913180392534 | 3.20868196074656 |
| 47 | 10.8 | 8.07263666796648 | 2.72736333203352 |
| 48 | 5.6 | 10.0569095365757 | -4.45690953657568 |
| 49 | 13.6 | 17.4763486296056 | -3.8763486296056 |
| 50 | 4 | 5.67412068913163 | -1.67412068913163 |
| 51 | 10.2 | 14.2483855068306 | -4.0483855068306 |
| 52 | 6.6 | 9.25193728759104 | -2.65193728759104 |
| 53 | 8 | 13.3198178917093 | -5.31981789170929 |
| 54 | 6.3 | 10.971615845097 | -4.67161584509702 |
| 55 | 3.9 | 7.38217468460199 | -3.48217468460199 |
| 56 | 22.6 | 23.0885315447135 | -0.488531544713525 |
| 57 | 20.4 | 25.4869596313078 | -5.08695963130785 |
| 58 | 28 | 27.3418809720908 | 0.658119027909185 |
| 59 | 31.5 | 28.2960153517564 | 3.20398464824362 |
| 60 | 24.6 | 25.8474395826721 | -1.24743958267213 |
| 61 | 26.1 | 25.5028366320646 | 0.597163367935438 |
| 62 | 29.8 | 23.7946365962366 | 6.00536340376343 |
| 63 | 30.7 | 27.5066215759799 | 3.19337842402014 |
| 64 | 25.8 | 27.2502050472702 | -1.45020504727024 |
| 65 | 32.3 | 29.9472061065932 | 2.35279389340683 |
| 66 | 30 | 26.3371791136746 | 3.66282088632537 |
| 67 | 21.5 | 15.7637098071217 | 5.73629019287832 |
| 68 | 13.8 | 15.4897015218144 | -1.68970152181436 |
| 69 | 6.3 | 9.00994077050197 | -2.70994077050197 |
| 70 | 12.9 | 13.8494499763274 | -0.949449976327361 |
| 71 | 24.3 | 19.8941410219652 | 4.40585897803481 |
| 72 | 8.8 | 13.0257236162847 | -4.22572361628468 |
| 73 | 8.5 | 11.1000379214003 | -2.60003792140026 |
| 74 | 13.5 | 11.9402555156152 | 1.55974448438485 |
| 75 | 11.8 | 16.4930881934111 | -4.69308819341111 |
| 76 | 18.5 | 12.4856909024298 | 6.01430909757024 |
| 77 | 8.8 | 9.85099161677834 | -1.05099161677833 |
| 78 | 22.2 | 19.375098875049 | 2.824901124951 |
| 79 | 21.5 | 22.7502279583558 | -1.25022795835576 |
| 80 | 18.8 | 24.3382649232555 | -5.53826492325547 |
| 81 | 31.4 | 22.249879143626 | 9.15012085637403 |
| 82 | 26.8 | 18.2370459994813 | 8.56295400051872 |
| 83 | 18.4 | 22.7821693873353 | -4.38216938733533 |
| 84 | 27 | 21.2425792054131 | 5.75742079458693 |
| 85 | 27 | 26.6418037432797 | 0.358196256720298 |
| 86 | 26.6 | 20.5691009411103 | 6.03089905888975 |
| 87 | 14.9 | 17.6813573013418 | -2.78135730134179 |
| 88 | 23.1 | 22.3503753226859 | 0.749624677314055 |
| 89 | 8.3 | 12.9003241142948 | -4.60032411429481 |
| 90 | 14.1 | 14.8894021525257 | -0.789402152525685 |
| 91 | 20.5 | 21.2407679844085 | -0.740767984408521 |
| 92 | 18.2 | 17.6747573477943 | 0.5252426522057 |
| 93 | 8.5 | 11.410069501425 | -2.91006950142503 |
| 94 | 24.9 | 21.8591822531791 | 3.04081774682085 |
| 95 | 9 | 14.6729796345423 | -5.67297963454225 |
| 96 | 17.4 | 16.0398580531667 | 1.36014194683334 |
| 97 | 9.6 | 16.6504881056881 | -7.05048810568814 |
| 98 | 11.3 | 16.4559666574094 | -5.15596665740935 |
| 99 | 17.8 | 17.7779814296476 | 0.0220185703523795 |
| 100 | 22.2 | 19.3728911453978 | 2.82710885460221 |
| 101 | 21.2 | 18.7049343306496 | 2.49506566935042 |
| 102 | 20.4 | 20.0482272617147 | 0.351772738285287 |
| 103 | 20.1 | 17.6192113890169 | 2.48078861098311 |
| 104 | 22.3 | 17.405848135294 | 4.89415186470599 |
| 105 | 25.4 | 23.1396760226298 | 2.26032397737025 |
| 106 | 18 | 17.9354625596383 | 0.0645374403617317 |
| 107 | 19.3 | 25.1577361431077 | -5.85773614310773 |
| 108 | 18.3 | 21.4747449898227 | -3.17474498982269 |
| 109 | 17.3 | 12.9406689077959 | 4.35933109220409 |
| 110 | 21.4 | 20.4799148237805 | 0.920085176219468 |
| 111 | 19.7 | 19.3201044458803 | 0.379895554119744 |
| 112 | 28 | 31.8338368586555 | -3.83383685865547 |
| 113 | 22.1 | 20.8296950565738 | 1.27030494342621 |
| 114 | 21.3 | 20.0100823821335 | 1.28991761786651 |
| 115 | 26.7 | 20.4915058452889 | 6.20849415471114 |
| 116 | 16.7 | 16.3182672468256 | 0.381732753174366 |
| 117 | 20.1 | 17.1728868961251 | 2.92711310387494 |
| 118 | 13.9 | 14.5232871495932 | -0.623287149593224 |
| 119 | 25.8 | 18.9910447499522 | 6.80895525004782 |
| 120 | 18.1 | 13.8767754045715 | 4.22322459542847 |
| 121 | 27.9 | 20.3614805034152 | 7.53851949658477 |
| 122 | 25.3 | 22.4103038163856 | 2.88969618361437 |
| 123 | 14.7 | 14.5571458071537 | 0.142854192846301 |
| 124 | 16 | 16.9782674361003 | -0.978267436100324 |
| 125 | 13.8 | 15.4870452657237 | -1.68704526572372 |
| 126 | 17.5 | 20.4375101915596 | -2.93751019155961 |
| 127 | 27.2 | 21.4402243554154 | 5.75977564458459 |
| 128 | 17.4 | 9.4200555870639 | 7.9799444129361 |
| 129 | 20.8 | 18.9777732029824 | 1.82222679701762 |
| 130 | 14.9 | 14.7991969676981 | 0.100803032301915 |
| 131 | 18.1 | 18.5645996711993 | -0.464599671199268 |
| 132 | 22.7 | 20.3319434762316 | 2.36805652376843 |
| 133 | 23.6 | 24.3471793048803 | -0.747179304880333 |
| 134 | 26.1 | 21.0019635034233 | 5.09803649657665 |
| 135 | 24.4 | 16.1162985857972 | 8.28370141420284 |
| 136 | 27.1 | 26.1163216934992 | 0.983678306500838 |
| 137 | 21.8 | 16.7805894113681 | 5.01941058863192 |
| 138 | 29.4 | 26.1692123421551 | 3.23078765784492 |
| 139 | 22.4 | 18.2318941061893 | 4.16810589381072 |
| 140 | 20.4 | 28.488603671709 | -8.088603671709 |
| 141 | 24.9 | 21.3338471148058 | 3.56615288519418 |
| 142 | 18.3 | 21.0672067930528 | -2.76720679305279 |
| 143 | 23.3 | 18.713483799741 | 4.58651620025895 |
| 144 | 9.4 | 5.75066095675246 | 3.64933904324754 |
| 145 | 10.3 | 9.29179047635031 | 1.00820952364969 |
| 146 | 14.2 | 12.4686275228939 | 1.73137247710615 |
| 147 | 19.2 | 22.8370105947116 | -3.63701059471163 |
| 148 | 29.6 | 23.2148783961225 | 6.38512160387749 |
| 149 | 5.3 | 5.97065497901681 | -0.670654979016813 |
| 150 | 25.2 | 26.2176183728328 | -1.01761837283281 |
| 151 | 9.4 | 8.75571315178945 | 0.644286848210549 |
| 152 | 19.6 | 22.1666915845716 | -2.56669158457162 |
| 153 | 10.1 | 4.80178286308688 | 5.29821713691312 |
| 154 | 16.5 | 16.2463947917929 | 0.253605208207122 |
| 155 | 21 | 21.1238865234689 | -0.123886523468921 |
| 156 | 17.3 | 11.5628913968837 | 5.73710860311627 |
| 157 | 31.2 | 28.3065069996273 | 2.89349300037268 |
| 158 | 10 | 15.0998216155703 | -5.09982161557034 |
| 159 | 12.5 | 11.4972512271511 | 1.00274877284889 |
| 160 | 22.5 | 18.9285875858824 | 3.5714124141176 |
| 161 | 9.4 | 11.7579650770766 | -2.35796507707663 |
| 162 | 14.6 | 17.5179412643655 | -2.9179412643655 |
| 163 | 13 | 15.034537989247 | -2.03453798924697 |
| 164 | 15.1 | 15.0606572571262 | 0.0393427428737826 |
| 165 | 27.3 | 26.7860027180342 | 0.513997281965775 |
| 166 | 19.2 | 18.3839354686455 | 0.816064531354535 |
| 167 | 21.8 | 17.0153055771263 | 4.78469442287371 |
| 168 | 20.3 | 19.0306921006514 | 1.2693078993486 |
| 169 | 34.3 | 36.8538840379084 | -2.55388403790839 |
| 170 | 16.5 | 20.0490622862441 | -3.54906228624408 |
| 171 | 3 | 11.1163464919011 | -8.11634649190106 |
| 172 | 0.7 | 7.63974072244449 | -6.93974072244449 |
| 173 | 20.5 | 16.5483018503841 | 3.95169814961585 |
| 174 | 16.9 | 16.4345934563173 | 0.465406543682701 |
| 175 | 25.3 | 21.2994679454584 | 4.00053205454165 |
| 176 | 9.9 | 10.7677005593322 | -0.86770055933225 |
| 177 | 13.1 | 16.1164135491316 | -3.01641354913162 |
| 178 | 29.9 | 27.8772649795187 | 2.02273502048125 |
| 179 | 22.5 | 20.9181999665676 | 1.58180003343244 |
| 180 | 16.9 | 23.5872809516682 | -6.68728095166824 |
| 181 | 26.6 | 25.3533225366803 | 1.24667746331972 |
| 182 | 0 | 4.04299487310511 | -4.04299487310511 |
| 183 | 11.5 | 15.9155116808685 | -4.41551168086846 |
| 184 | 12.1 | 17.0295610947951 | -4.92956109479505 |
| 185 | 17.5 | 17.9949640789798 | -0.494964078979783 |
| 186 | 8.6 | 11.4497888643528 | -2.84978886435281 |
| 187 | 23.6 | 27.1253321310927 | -3.52533213109265 |
| 188 | 20.4 | 21.8908310811789 | -1.49083108117889 |
| 189 | 20.5 | 22.7590427634567 | -2.25904276345666 |
| 190 | 24.4 | 26.1530105168034 | -1.75301051680343 |
| 191 | 11.4 | 10.53186401937 | 0.86813598062996 |
| 192 | 38.1 | 30.7188055981424 | 7.38119440185762 |
| 193 | 15.9 | 17.5498420644491 | -1.64984206444909 |
| 194 | 24.7 | 26.5539637927033 | -1.8539637927033 |
| 195 | 22.8 | 17.6276663457037 | 5.17233365429633 |
| 196 | 25.5 | 22.5114688699609 | 2.98853113003907 |
| 197 | 22 | 17.4820721163212 | 4.51792788367879 |
| 198 | 17.7 | 19.8104714052382 | -2.1104714052382 |
| 199 | 6.6 | 6.70491637417965 | -0.104916374179649 |
| 200 | 23.6 | 18.4562011638055 | 5.1437988361945 |
| 201 | 12.2 | 15.6839738148258 | -3.48397381482581 |
| 202 | 22.1 | 15.8993196037949 | 6.20068039620507 |
| 203 | 28.7 | 27.3015949362627 | 1.39840506373726 |
| 204 | 6 | 14.8369093058723 | -8.83690930587227 |
| 205 | 34.8 | 34.8990788282207 | -0.0990788282207168 |
| 206 | 16.6 | 15.256974994356 | 1.34302500564402 |
| 207 | 32.9 | 22.8315196499761 | 10.0684803500239 |
| 208 | 32.8 | 26.7148132409084 | 6.0851867590916 |
| 209 | 9.6 | 13.5631343619174 | -3.96313436191745 |
| 210 | 10.8 | 14.8494756025136 | -4.04947560251364 |
| 211 | 7.1 | 12.4333666954267 | -5.33336669542668 |
| 212 | 27.2 | 25.1319146304935 | 2.06808536950653 |
| 213 | 19.5 | 15.6104244753107 | 3.88957552468933 |
| 214 | 18.7 | 21.2363373508427 | -2.5363373508427 |
| 215 | 19.5 | 14.8400854652166 | 4.65991453478336 |
| 216 | 47.5 | 57.6573599746697 | -10.1573599746697 |
| 217 | 13.6 | 11.6352700462731 | 1.96472995372692 |
| 218 | 7.5 | 9.5822790438326 | -2.0822790438326 |
| 219 | 24.5 | 23.7283898855993 | 0.77161011440069 |
| 220 | 15 | 17.3687173565667 | -2.36871735656672 |
| 221 | 12.4 | 20.3580207930818 | -7.9580207930818 |
| 222 | 26 | 30.2669757210485 | -4.2669757210485 |
| 223 | 11.5 | 17.7084286328179 | -6.20842863281793 |
| 224 | 5.2 | 15.6868365103193 | -10.4868365103193 |
| 225 | 10.9 | 19.4668148624532 | -8.56681486245325 |
| 226 | 12.5 | 12.6883831303368 | -0.188383130336762 |
| 227 | 14.8 | 18.9405825274766 | -4.14058252747659 |
| 228 | 25.2 | 22.5933082297581 | 2.6066917702419 |
| 229 | 14.9 | 17.1605329621295 | -2.26053296212948 |
| 230 | 17 | 20.3449711295063 | -3.34497112950626 |
| 231 | 10.6 | 19.2845024228963 | -8.68450242289632 |
| 232 | 16.1 | 20.9884924193453 | -4.88849241934534 |
| 233 | 15.4 | 16.7311001175373 | -1.33110011753733 |
| 234 | 26.7 | 22.9031023001526 | 3.79689769984742 |
| 235 | 25.8 | 20.7713869655334 | 5.02861303446664 |
| 236 | 18.6 | 21.8876400171782 | -3.28764001717816 |
| 237 | 24.8 | 21.8082026095979 | 2.99179739040208 |
| 238 | 27.3 | 33.4730902722564 | -6.17309027225636 |
| 239 | 12.4 | 15.2491930772909 | -2.84919307729091 |
| 240 | 29.9 | 25.5721871339394 | 4.32781286606062 |
| 241 | 17 | 14.8975448964825 | 2.10245510351754 |
| 242 | 35 | 35.7324865140208 | -0.732486514020806 |
| 243 | 30.4 | 28.1028959500662 | 2.29710404993377 |
| 244 | 32.6 | 33.3382694065437 | -0.738269406543713 |
| 245 | 29 | 28.7467343738108 | 0.253265626189185 |
| 246 | 15.2 | 14.3447319945064 | 0.855268005493605 |
| 247 | 30.2 | 30.9722160816427 | -0.772216081642711 |
| 248 | 11 | 14.4187203372517 | -3.4187203372517 |
| 249 | 33.6 | 26.0329109647771 | 7.56708903522289 |
| 250 | 29.3 | 35.5837217140321 | -6.2837217140321 |
| 251 | 26 | 25.0034281027273 | 0.996571897272681 |
| 252 | 31.9 | 27.3979694372055 | 4.50203056279448 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 18 | 0.000127427931555219 | 0.000254855863110437 | 0.999872572068445 |
| 19 | 6.23033066595257e-06 | 1.24606613319051e-05 | 0.999993769669334 |
| 20 | 3.6191491818827e-07 | 7.23829836376539e-07 | 0.999999638085082 |
| 21 | 2.64584378661583e-08 | 5.29168757323166e-08 | 0.999999973541562 |
| 22 | 1.04108762120523e-09 | 2.08217524241046e-09 | 0.999999998958912 |
| 23 | 2.55410729395196e-10 | 5.10821458790392e-10 | 0.999999999744589 |
| 24 | 1.34262454432828e-11 | 2.68524908865656e-11 | 0.999999999986574 |
| 25 | 6.16542019451254e-13 | 1.23308403890251e-12 | 0.999999999999383 |
| 26 | 3.6189416315068e-14 | 7.2378832630136e-14 | 0.999999999999964 |
| 27 | 1.90062479680284e-15 | 3.80124959360568e-15 | 0.999999999999998 |
| 28 | 1.6608574150786e-16 | 3.3217148301572e-16 | 1 |
| 29 | 7.02343286150802e-18 | 1.4046865723016e-17 | 1 |
| 30 | 3.58705225679735e-19 | 7.17410451359469e-19 | 1 |
| 31 | 1.5349144820379e-20 | 3.0698289640758e-20 | 1 |
| 32 | 7.47823395113745e-22 | 1.49564679022749e-21 | 1 |
| 33 | 2.9940018148274e-23 | 5.98800362965481e-23 | 1 |
| 34 | 1.12594507116991e-24 | 2.25189014233983e-24 | 1 |
| 35 | 1.53813341997565e-24 | 3.07626683995131e-24 | 1 |
| 36 | 4.71465498344275e-24 | 9.42930996688549e-24 | 1 |
| 37 | 3.02398823079062e-25 | 6.04797646158124e-25 | 1 |
| 38 | 2.23714087769587e-26 | 4.47428175539173e-26 | 1 |
| 39 | 1.51219006209464e-27 | 3.02438012418929e-27 | 1 |
| 40 | 7.29428292565371e-29 | 1.45885658513074e-28 | 1 |
| 41 | 4.09844116113918e-30 | 8.19688232227835e-30 | 1 |
| 42 | 2.03178603822745e-31 | 4.0635720764549e-31 | 1 |
| 43 | 9.4942448633285e-33 | 1.8988489726657e-32 | 1 |
| 44 | 6.12928135361992e-34 | 1.22585627072398e-33 | 1 |
| 45 | 4.81878689883128e-35 | 9.63757379766255e-35 | 1 |
| 46 | 2.25756324341725e-36 | 4.5151264868345e-36 | 1 |
| 47 | 1.02845310146813e-37 | 2.05690620293627e-37 | 1 |
| 48 | 1.44739014845124e-11 | 2.89478029690248e-11 | 0.999999999985526 |
| 49 | 5.18688777677078e-12 | 1.03737755535416e-11 | 0.999999999994813 |
| 50 | 1.99926812434125e-12 | 3.9985362486825e-12 | 0.999999999998001 |
| 51 | 6.98395887967044e-13 | 1.39679177593409e-12 | 0.999999999999302 |
| 52 | 2.2958210839597e-13 | 4.59164216791941e-13 | 0.99999999999977 |
| 53 | 8.35855442808583e-14 | 1.67171088561717e-13 | 0.999999999999916 |
| 54 | 1.21342561138843e-13 | 2.42685122277686e-13 | 0.999999999999879 |
| 55 | 4.24276018302817e-14 | 8.48552036605633e-14 | 0.999999999999958 |
| 56 | 1.30172689340735e-14 | 2.6034537868147e-14 | 0.999999999999987 |
| 57 | 4.38086846731482e-15 | 8.76173693462964e-15 | 0.999999999999996 |
| 58 | 1.31146690878633e-15 | 2.62293381757267e-15 | 0.999999999999999 |
| 59 | 4.05331160845596e-16 | 8.10662321691192e-16 | 1 |
| 60 | 1.16233491732254e-16 | 2.32466983464508e-16 | 1 |
| 61 | 3.76193430149025e-17 | 7.5238686029805e-17 | 1 |
| 62 | 1.62093831707261e-17 | 3.24187663414522e-17 | 1 |
| 63 | 5.61668139042605e-18 | 1.12333627808521e-17 | 1 |
| 64 | 1.53953062651192e-18 | 3.07906125302384e-18 | 1 |
| 65 | 4.26121973401096e-19 | 8.52243946802192e-19 | 1 |
| 66 | 1.33029800610328e-19 | 2.66059601220657e-19 | 1 |
| 67 | 4.73643997363881e-20 | 9.47287994727762e-20 | 1 |
| 68 | 1.31532632158714e-20 | 2.63065264317429e-20 | 1 |
| 69 | 3.97415018378257e-21 | 7.94830036756515e-21 | 1 |
| 70 | 1.05282671919267e-21 | 2.10565343838535e-21 | 1 |
| 71 | 4.45503094031622e-22 | 8.91006188063244e-22 | 1 |
| 72 | 1.29979290611789e-22 | 2.59958581223578e-22 | 1 |
| 73 | 3.94393602579606e-23 | 7.88787205159211e-23 | 1 |
| 74 | 1.08443046529128e-23 | 2.16886093058256e-23 | 1 |
| 75 | 4.16710867027872e-24 | 8.33421734055745e-24 | 1 |
| 76 | 2.44221758086819e-21 | 4.88443516173639e-21 | 1 |
| 77 | 6.93782333448249e-22 | 1.3875646668965e-21 | 1 |
| 78 | 1.98394623496402e-22 | 3.96789246992803e-22 | 1 |
| 79 | 6.11850564689915e-23 | 1.22370112937983e-22 | 1 |
| 80 | 2.15148496617773e-23 | 4.30296993235546e-23 | 1 |
| 81 | 1.60530727631681e-23 | 3.21061455263362e-23 | 1 |
| 82 | 9.94786935371148e-24 | 1.9895738707423e-23 | 1 |
| 83 | 3.82199362203697e-24 | 7.64398724407394e-24 | 1 |
| 84 | 1.51987199307491e-24 | 3.03974398614983e-24 | 1 |
| 85 | 4.29052597315241e-25 | 8.58105194630481e-25 | 1 |
| 86 | 2.63160295689058e-25 | 5.26320591378116e-25 | 1 |
| 87 | 8.23975026899792e-26 | 1.64795005379958e-25 | 1 |
| 88 | 2.85145703923253e-26 | 5.70291407846506e-26 | 1 |
| 89 | 9.46099190632506e-27 | 1.89219838126501e-26 | 1 |
| 90 | 2.48008923736238e-27 | 4.96017847472477e-27 | 1 |
| 91 | 6.48813013335737e-28 | 1.29762602667147e-27 | 1 |
| 92 | 1.67976155329365e-28 | 3.35952310658731e-28 | 1 |
| 93 | 4.86437685525031e-29 | 9.72875371050061e-29 | 1 |
| 94 | 1.59536159391967e-29 | 3.19072318783934e-29 | 1 |
| 95 | 6.66940428718951e-30 | 1.3338808574379e-29 | 1 |
| 96 | 7.6571285284373e-13 | 1.53142570568746e-12 | 0.999999999999234 |
| 97 | 9.76178902096493e-13 | 1.95235780419299e-12 | 0.999999999999024 |
| 98 | 6.49312539768782e-13 | 1.29862507953756e-12 | 0.999999999999351 |
| 99 | 2.99796386455016e-13 | 5.99592772910032e-13 | 0.9999999999997 |
| 100 | 1.39858430751045e-13 | 2.79716861502091e-13 | 0.99999999999986 |
| 101 | 6.78050396859239e-14 | 1.35610079371848e-13 | 0.999999999999932 |
| 102 | 3.08752902131752e-14 | 6.17505804263504e-14 | 0.999999999999969 |
| 103 | 1.50093100905883e-14 | 3.00186201811767e-14 | 0.999999999999985 |
| 104 | 9.74619549298292e-15 | 1.94923909859658e-14 | 0.99999999999999 |
| 105 | 4.85441617817279e-15 | 9.70883235634558e-15 | 0.999999999999995 |
| 106 | 2.12708669844312e-15 | 4.25417339688624e-15 | 0.999999999999998 |
| 107 | 1.73290670874748e-15 | 3.46581341749496e-15 | 0.999999999999998 |
| 108 | 1.1921071278637e-15 | 2.3842142557274e-15 | 0.999999999999999 |
| 109 | 6.64986689016781e-16 | 1.32997337803356e-15 | 0.999999999999999 |
| 110 | 2.98091484595664e-16 | 5.96182969191328e-16 | 1 |
| 111 | 1.2781181983873e-16 | 2.55623639677459e-16 | 1 |
| 112 | 5.71391245835229e-17 | 1.14278249167046e-16 | 1 |
| 113 | 2.64364523911667e-17 | 5.28729047823334e-17 | 1 |
| 114 | 1.15168822139017e-17 | 2.30337644278033e-17 | 1 |
| 115 | 8.77195474308629e-18 | 1.75439094861726e-17 | 1 |
| 116 | 3.61077930300136e-18 | 7.22155860600272e-18 | 1 |
| 117 | 1.60838054871396e-18 | 3.21676109742793e-18 | 1 |
| 118 | 6.68826047639436e-19 | 1.33765209527887e-18 | 1 |
| 119 | 7.52520087289492e-19 | 1.50504017457898e-18 | 1 |
| 120 | 4.14093349825008e-19 | 8.28186699650017e-19 | 1 |
| 121 | 4.4401078073268e-19 | 8.88021561465359e-19 | 1 |
| 122 | 2.13146824244111e-19 | 4.26293648488221e-19 | 1 |
| 123 | 8.45003056176865e-20 | 1.69000611235373e-19 | 1 |
| 124 | 3.31240321957062e-20 | 6.62480643914124e-20 | 1 |
| 125 | 1.2896307871485e-20 | 2.57926157429699e-20 | 1 |
| 126 | 6.13412814924853e-21 | 1.22682562984971e-20 | 1 |
| 127 | 6.11477913739636e-21 | 1.22295582747927e-20 | 1 |
| 128 | 6.72801228519865e-21 | 1.34560245703973e-20 | 1 |
| 129 | 2.63270291130334e-21 | 5.26540582260669e-21 | 1 |
| 130 | 1.00481205791479e-21 | 2.00962411582959e-21 | 1 |
| 131 | 4.06304217569985e-22 | 8.12608435139969e-22 | 1 |
| 132 | 2.04213091230376e-22 | 4.08426182460752e-22 | 1 |
| 133 | 8.10875163909767e-23 | 1.62175032781953e-22 | 1 |
| 134 | 6.65973932583131e-23 | 1.33194786516626e-22 | 1 |
| 135 | 1.67897192319721e-22 | 3.35794384639442e-22 | 1 |
| 136 | 6.54235730952432e-23 | 1.30847146190486e-22 | 1 |
| 137 | 6.65700343358902e-23 | 1.3314006867178e-22 | 1 |
| 138 | 5.11082901492219e-23 | 1.02216580298444e-22 | 1 |
| 139 | 3.2535778620403e-23 | 6.50715572408059e-23 | 1 |
| 140 | 7.2532408614429e-23 | 1.45064817228858e-22 | 1 |
| 141 | 3.65474090820608e-23 | 7.30948181641216e-23 | 1 |
| 142 | 1.62740760082149e-23 | 3.25481520164298e-23 | 1 |
| 143 | 1.52345571830783e-23 | 3.04691143661567e-23 | 1 |
| 144 | 8.03140500494425e-24 | 1.60628100098885e-23 | 1 |
| 145 | 2.98220826916025e-24 | 5.96441653832051e-24 | 1 |
| 146 | 1.35701337838469e-24 | 2.71402675676937e-24 | 1 |
| 147 | 7.61112671305493e-25 | 1.52222534261099e-24 | 1 |
| 148 | 1.42453018077481e-24 | 2.84906036154962e-24 | 1 |
| 149 | 5.21816071352311e-25 | 1.04363214270462e-24 | 1 |
| 150 | 1.97874271087842e-25 | 3.95748542175684e-25 | 1 |
| 151 | 7.16787173565031e-26 | 1.43357434713006e-25 | 1 |
| 152 | 4.23785577580256e-26 | 8.47571155160511e-26 | 1 |
| 153 | 8.3269891891721e-26 | 1.66539783783442e-25 | 1 |
| 154 | 3.24748844377395e-26 | 6.4949768875479e-26 | 1 |
| 155 | 1.22327972285506e-26 | 2.44655944571012e-26 | 1 |
| 156 | 8.49476442644546e-27 | 1.69895288528909e-26 | 1 |
| 157 | 6.56497610229756e-27 | 1.31299522045951e-26 | 1 |
| 158 | 4.1225374982279e-27 | 8.24507499645579e-27 | 1 |
| 159 | 2.92540325885161e-27 | 5.85080651770322e-27 | 1 |
| 160 | 3.64250610258087e-27 | 7.28501220516175e-27 | 1 |
| 161 | 1.37565338179151e-27 | 2.75130676358302e-27 | 1 |
| 162 | 6.36295561221492e-28 | 1.27259112244298e-27 | 1 |
| 163 | 2.51463619074245e-28 | 5.0292723814849e-28 | 1 |
| 164 | 8.98201729774404e-29 | 1.79640345954881e-28 | 1 |
| 165 | 3.0814183736838e-29 | 6.16283674736759e-29 | 1 |
| 166 | 1.44176774910502e-29 | 2.88353549821005e-29 | 1 |
| 167 | 2.81945446616384e-29 | 5.63890893232767e-29 | 1 |
| 168 | 9.90925082280436e-30 | 1.98185016456087e-29 | 1 |
| 169 | 4.79050549892752e-30 | 9.58101099785503e-30 | 1 |
| 170 | 1.6778714869524e-30 | 3.35574297390479e-30 | 1 |
| 171 | 3.5901891216126e-30 | 7.18037824322519e-30 | 1 |
| 172 | 2.27534354529478e-30 | 4.55068709058956e-30 | 1 |
| 173 | 1.9102347540604e-30 | 3.8204695081208e-30 | 1 |
| 174 | 6.11696738579295e-31 | 1.22339347715859e-30 | 1 |
| 175 | 2.42072057764346e-31 | 4.84144115528692e-31 | 1 |
| 176 | 9.06648796713906e-32 | 1.81329759342781e-31 | 1 |
| 177 | 3.88197464518193e-32 | 7.76394929036387e-32 | 1 |
| 178 | 1.49106282553954e-32 | 2.98212565107908e-32 | 1 |
| 179 | 1.14032353107631e-32 | 2.28064706215262e-32 | 1 |
| 180 | 5.24667591042058e-32 | 1.04933518208412e-31 | 1 |
| 181 | 1.7105981191061e-32 | 3.4211962382122e-32 | 1 |
| 182 | 1.56928290163152e-31 | 3.13856580326304e-31 | 1 |
| 183 | 6.35730739132531e-32 | 1.27146147826506e-31 | 1 |
| 184 | 9.61078816949466e-32 | 1.92215763389893e-31 | 1 |
| 185 | 2.99398771487355e-32 | 5.9879754297471e-32 | 1 |
| 186 | 8.76225475703964e-32 | 1.75245095140793e-31 | 1 |
| 187 | 5.63591619315826e-32 | 1.12718323863165e-31 | 1 |
| 188 | 2.75762536835221e-32 | 5.51525073670441e-32 | 1 |
| 189 | 9.56538257103507e-33 | 1.91307651420701e-32 | 1 |
| 190 | 9.06348554658617e-33 | 1.81269710931723e-32 | 1 |
| 191 | 2.67867021545687e-33 | 5.35734043091374e-33 | 1 |
| 192 | 2.47705278399485e-33 | 4.95410556798969e-33 | 1 |
| 193 | 7.67747341443405e-34 | 1.53549468288681e-33 | 1 |
| 194 | 3.06756988687329e-34 | 6.13513977374658e-34 | 1 |
| 195 | 4.4092192866583e-34 | 8.8184385733166e-34 | 1 |
| 196 | 2.55895894053292e-34 | 5.11791788106584e-34 | 1 |
| 197 | 9.37584353577028e-33 | 1.87516870715406e-32 | 1 |
| 198 | 3.70714502857103e-33 | 7.41429005714206e-33 | 1 |
| 199 | 1.49782419466732e-33 | 2.99564838933464e-33 | 1 |
| 200 | 1.70227905902343e-30 | 3.40455811804685e-30 | 1 |
| 201 | 5.73162836187843e-31 | 1.14632567237569e-30 | 1 |
| 202 | 9.37168186574223e-30 | 1.87433637314845e-29 | 1 |
| 203 | 2.92032611276397e-28 | 5.84065222552795e-28 | 1 |
| 204 | 1.42823105869137e-26 | 2.85646211738273e-26 | 1 |
| 205 | 7.145001859475e-27 | 1.429000371895e-26 | 1 |
| 206 | 3.68413035360861e-26 | 7.36826070721721e-26 | 1 |
| 207 | 1.64088583052877e-17 | 3.28177166105755e-17 | 1 |
| 208 | 7.2459788331065e-16 | 1.4491957666213e-15 | 0.999999999999999 |
| 209 | 2.94793713012057e-16 | 5.89587426024114e-16 | 1 |
| 210 | 1.25547482291419e-16 | 2.51094964582837e-16 | 1 |
| 211 | 4.86161611603356e-17 | 9.72323223206711e-17 | 1 |
| 212 | 3.16261553475845e-17 | 6.3252310695169e-17 | 1 |
| 213 | 2.87732679077577e-16 | 5.75465358155154e-16 | 1 |
| 214 | 1.09334005595711e-16 | 2.18668011191422e-16 | 1 |
| 215 | 1.23365933601072e-15 | 2.46731867202144e-15 | 0.999999999999999 |
| 216 | 1 | 1.88619482554936e-29 | 9.43097412774682e-30 |
| 217 | 1 | 6.14479450106136e-28 | 3.07239725053068e-28 |
| 218 | 1 | 1.05700206822358e-26 | 5.2850103411179e-27 |
| 219 | 1 | 3.79687033004673e-25 | 1.89843516502337e-25 |
| 220 | 1 | 1.28502187668747e-23 | 6.42510938343734e-24 |
| 221 | 1 | 3.20852963292641e-22 | 1.60426481646321e-22 |
| 222 | 1 | 8.90378275503835e-21 | 4.45189137751917e-21 |
| 223 | 1 | 1.9278591699128e-19 | 9.639295849564e-20 |
| 224 | 1 | 1.58349433024276e-19 | 7.9174716512138e-20 |
| 225 | 1 | 1.66245820638847e-18 | 8.31229103194235e-19 |
| 226 | 1 | 2.06125417771916e-17 | 1.03062708885958e-17 |
| 227 | 1 | 9.47517956072592e-16 | 4.73758978036296e-16 |
| 228 | 0.999999999999978 | 4.45501937856737e-14 | 2.22750968928368e-14 |
| 229 | 0.999999999999259 | 1.48256133519639e-12 | 7.41280667598194e-13 |
| 230 | 0.999999999975173 | 4.96539519534087e-11 | 2.48269759767043e-11 |
| 231 | 0.999999999033206 | 1.93358799812747e-09 | 9.66793999063734e-10 |
| 232 | 0.999999960389398 | 7.92212042883087e-08 | 3.96106021441543e-08 |
| 233 | 0.999998551752097 | 2.89649580658653e-06 | 1.44824790329327e-06 |
| 234 | 0.99998376368619 | 3.24726276203125e-05 | 1.62363138101563e-05 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 217 | 1 | NOK |
| 5% type I error level | 217 | 1 | NOK |
| 10% type I error level | 217 | 1 | NOK |
