| Multiple Linear Regression - Estimated Regression Equation |
| temperatuur[t] = + 39.3922331179793 -0.0022331709186157neerslag[t] + 8.19581189138838e-05Zonneschijn[t] + 0.119317101917587windsnelheid[t] + 1.45746560637251dampspanning[t] -0.0263665368442059Luchtdruk[t] -0.221090759300471`vochtigheid `[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) | 39.3922331179793 | 14.59454 | 2.6991 | 0.007462 | 0.003731 |
| neerslag | -0.0022331709186157 | 0.001776 | -1.2573 | 0.209916 | 0.104958 |
| Zonneschijn | 8.19581189138838e-05 | 0.002239 | 0.0366 | 0.970833 | 0.485417 |
| windsnelheid | 0.119317101917587 | 0.120415 | 0.9909 | 0.32277 | 0.161385 |
| dampspanning | 1.45746560637251 | 0.028714 | 50.7584 | 0 | 0 |
| Luchtdruk | -0.0263665368442059 | 0.014333 | -1.8395 | 0.06711 | 0.033555 |
| `vochtigheid ` | -0.221090759300471 | 0.016474 | -13.4202 | 0 | 0 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.990152355114916 |
| R-squared | 0.980401686339614 |
| Adjusted R-squared | 0.979897008734626 |
| F-TEST (value) | 1942.62966426262 |
| F-TEST (DF numerator) | 6 |
| F-TEST (DF denominator) | 233 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 0.796309518809871 |
| Sum Squared Residuals | 147.7473619911 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 5.2 | 5.181467224412 | 0.0185327755879988 |
| 2 | 7.9 | 8.4806675365028 | -0.580667536502795 |
| 3 | 8.7 | 8.49638953593334 | 0.203610464066655 |
| 4 | 8.9 | 9.06860893181788 | -0.168608931817875 |
| 5 | 15.3 | 14.5759703100405 | 0.724029689959507 |
| 6 | 15.4 | 15.4476400114461 | -0.0476400114461066 |
| 7 | 18.1 | 18.3040642663188 | -0.204064266318766 |
| 8 | 19.7 | 20.697593125706 | -0.99759312570598 |
| 9 | 13 | 12.446290115693 | 0.553709884307011 |
| 10 | 12.6 | 12.768897773257 | -0.168897773256978 |
| 11 | 6.2 | 5.86696307818842 | 0.33303692181158 |
| 12 | 3.5 | 3.6547910565718 | -0.1547910565718 |
| 13 | 3.4 | 3.92321399992685 | -0.523213999926855 |
| 14 | 0 | 1.92096749610283 | -1.92096749610283 |
| 15 | 9.5 | 9.58935442405188 | -0.0893544240518823 |
| 16 | 8.9 | 9.04504563698406 | -0.145045636984062 |
| 17 | 10.4 | 9.95317878869518 | 0.446821211304824 |
| 18 | 13.2 | 12.9025818983511 | 0.297418101648924 |
| 19 | 18.9 | 19.372272609304 | -0.472272609303969 |
| 20 | 19 | 19.0166219479976 | -0.0166219479976069 |
| 21 | 16.3 | 16.117531685997 | 0.182468314002957 |
| 22 | 10.6 | 10.0483712327843 | 0.551628767215748 |
| 23 | 5.8 | 5.20978959499652 | 0.59021040500348 |
| 24 | 3.6 | 3.77074027402462 | -0.170740274024619 |
| 25 | 2.6 | 2.8715047095003 | -0.271504709500302 |
| 26 | 5 | 4.75185068401329 | 0.24814931598671 |
| 27 | 7.3 | 6.94322620407673 | 0.356773795923268 |
| 28 | 9.2 | 9.10647727472616 | 0.0935227252738379 |
| 29 | 15.7 | 15.1026208281238 | 0.597379171876155 |
| 30 | 16.8 | 16.6317318782879 | 0.168268121712146 |
| 31 | 18.4 | 19.0938503652455 | -0.693850365245544 |
| 32 | 18.1 | 19.2026118402874 | -1.10261184028742 |
| 33 | 14.6 | 14.4626138729636 | 0.137386127036391 |
| 34 | 7.8 | 7.5112786981235 | 0.288721301876494 |
| 35 | 7.6 | 7.1472654534463 | 0.452734546553706 |
| 36 | 3.8 | 3.78941932420801 | 0.0105806757919875 |
| 37 | 5.6 | 6.05650272107059 | -0.456502721070589 |
| 38 | 2.2 | 1.87439846549349 | 0.325601534506513 |
| 39 | 6.8 | 7.66529032955347 | -0.865290329553468 |
| 40 | 11.8 | 11.7709358940478 | 0.0290641059522393 |
| 41 | 14.9 | 15.1724360701322 | -0.272436070132217 |
| 42 | 16.7 | 16.6711384270626 | 0.0288615729374281 |
| 43 | 16.7 | 17.0275929388578 | -0.327592938857818 |
| 44 | 15.9 | 15.9512916900024 | -0.0512916900023974 |
| 45 | 13.6 | 13.2123035468679 | 0.387696453132087 |
| 46 | 9.2 | 8.83741512345024 | 0.362584876549761 |
| 47 | 2.8 | 7.8451566029084 | -5.0451566029084 |
| 48 | 2.5 | 4.49107888630981 | -1.99107888630981 |
| 49 | 4.8 | 4.64125443524338 | 0.158745564756625 |
| 50 | 2.8 | 4.1377432475151 | -1.3377432475151 |
| 51 | 7.8 | 7.5984806533197 | 0.201519346680298 |
| 52 | 9 | 9.30243799677182 | -0.302437996771821 |
| 53 | 12.9 | 12.1650333207503 | 0.73496667924975 |
| 54 | 16.4 | 16.2754644217292 | 0.124535578270766 |
| 55 | 21.8 | 23.3684577704862 | -1.56845777048623 |
| 56 | 17.8 | 18.3686319374818 | -0.56863193748183 |
| 57 | 13.5 | 13.4644158031804 | 0.0355841968196445 |
| 58 | 10 | 9.70100668245255 | 0.298993317547449 |
| 59 | 10.4 | 9.66085620817065 | 0.73914379182935 |
| 60 | 5.5 | 4.8969997644871 | 0.603000235512895 |
| 61 | 4 | 3.94042848223165 | 0.0595715177683522 |
| 62 | 6.8 | 5.17375054137375 | 1.62624945862625 |
| 63 | 5.7 | 6.34347293613845 | -0.643472936138451 |
| 64 | 9.1 | 8.76817956489002 | 0.331820435109979 |
| 65 | 13.6 | 13.1501607632594 | 0.449839236740593 |
| 66 | 15 | 14.590396307646 | 0.409603692353994 |
| 67 | 20.9 | 22.5794279222334 | -1.67942792223343 |
| 68 | 20.4 | 20.9601369449912 | -0.56013694499121 |
| 69 | 14 | 13.9178366722478 | 0.0821633277521832 |
| 70 | 13.7 | 13.9423897123617 | -0.2423897123617 |
| 71 | 7.1 | 6.7420563605959 | 0.357943639404103 |
| 72 | 0.8 | 1.85301210816076 | -1.05301210816076 |
| 73 | 2.1 | 3.89470144532826 | -1.79470144532826 |
| 74 | 1.3 | 3.16168503531301 | -1.86168503531301 |
| 75 | 3.9 | 5.26980579324327 | -1.36980579324327 |
| 76 | 10.7 | 10.8192836454185 | -0.119283645418519 |
| 77 | 11.1 | 10.969181712443 | 0.130818287557026 |
| 78 | 16.4 | 15.9441809116418 | 0.455819088358215 |
| 79 | 17.1 | 16.9396599123794 | 0.160340087620576 |
| 80 | 17.3 | 17.1070554026736 | 0.192944597326401 |
| 81 | 12.9 | 12.1293453574686 | 0.770654642531369 |
| 82 | 10.9 | 10.0865243590107 | 0.813475640989349 |
| 83 | 5.3 | 5.05724337931002 | 0.242756620689976 |
| 84 | 0.7 | 2.7768713023131 | -2.0768713023131 |
| 85 | -0.2 | 1.76254279779215 | -1.96254279779215 |
| 86 | 6.5 | 6.04552166407429 | 0.454478335925711 |
| 87 | 8.6 | 7.76767399110722 | 0.832326008892783 |
| 88 | 8.5 | 8.63100699714087 | -0.131006997140871 |
| 89 | 13.3 | 12.8002030967122 | 0.499796903287801 |
| 90 | 16.2 | 16.3255372914166 | -0.12553729141662 |
| 91 | 17.5 | 18.2847487231645 | -0.784748723164516 |
| 92 | 21.2 | 22.7713594829596 | -1.57135948295958 |
| 93 | 14.8 | 14.7360940809549 | 0.0639059190450647 |
| 94 | 10.3 | 10.3766001799766 | -0.0766001799766323 |
| 95 | 7.3 | 7.09203194497326 | 0.207968055026738 |
| 96 | 5.1 | 4.93971912017709 | 0.160280879822914 |
| 97 | 4.4 | 4.82985093808896 | -0.429850938088956 |
| 98 | 6.2 | 6.29305395142695 | -0.0930539514269503 |
| 99 | 7.7 | 7.492592453576 | 0.207407546424006 |
| 100 | 9.3 | 8.97587221460264 | 0.324127785397363 |
| 101 | 15.6 | 15.2643078171399 | 0.335692182860137 |
| 102 | 16.3 | 16.6516914925431 | -0.351691492543136 |
| 103 | 16.6 | 16.8578685886827 | -0.257868588682707 |
| 104 | 17.4 | 17.0659916984179 | 0.334008301582085 |
| 105 | 15.3 | 15.2738564643263 | 0.0261435356736928 |
| 106 | 9.7 | 8.95612007557452 | 0.743879924425475 |
| 107 | 3.7 | 3.97479274563566 | -0.27479274563566 |
| 108 | 4.6 | 4.10141851795878 | 0.498581482041218 |
| 109 | 5.4 | 5.60590360465164 | -0.205903604651642 |
| 110 | 3.1 | 3.5190342943726 | -0.419034294372601 |
| 111 | 7.9 | 7.53946422181335 | 0.360535778186648 |
| 112 | 10.1 | 9.88336323529356 | 0.216636764706437 |
| 113 | 15 | 15.063810144857 | -0.0638101448569551 |
| 114 | 15.6 | 15.1905406633997 | 0.409459336600252 |
| 115 | 19.7 | 20.5057943044882 | -0.805794304488216 |
| 116 | 18.1 | 18.3017083251722 | -0.201708325172195 |
| 117 | 17.7 | 18.4324501428992 | -0.732450142899205 |
| 118 | 10.7 | 10.257361936115 | 0.442638063884979 |
| 119 | 6.2 | 5.74763612865196 | 0.452363871348038 |
| 120 | 4.2 | 3.77163955014029 | 0.428360449859707 |
| 121 | 4 | 3.71674876875881 | 0.283251231241189 |
| 122 | 5.9 | 5.292327331605 | 0.607672668395004 |
| 123 | 7.1 | 6.44771218135522 | 0.652287818644782 |
| 124 | 10.5 | 10.299024842251 | 0.200975157749016 |
| 125 | 15.1 | 15.158762293334 | -0.0587622933339502 |
| 126 | 16.8 | 17.2078323222615 | -0.407832322261452 |
| 127 | 15.3 | 15.8549765144121 | -0.554976514412088 |
| 128 | 18.4 | 19.0798034695453 | -0.679803469545256 |
| 129 | 16.1 | 16.6677731308184 | -0.567773130818393 |
| 130 | 11.3 | 10.881896050431 | 0.418103949568983 |
| 131 | 7.9 | 7.8429644384927 | 0.0570355615073051 |
| 132 | 5.6 | 6.09282694998897 | -0.492826949988966 |
| 133 | 3.4 | 3.39053536175141 | 0.00946463824858606 |
| 134 | 4.8 | 4.58274208622759 | 0.217257913772411 |
| 135 | 6.5 | 6.43687116338964 | 0.0631288366103547 |
| 136 | 8.5 | 7.95914487459643 | 0.540855125403574 |
| 137 | 15.1 | 14.6529802991083 | 0.447019700891682 |
| 138 | 15.7 | 15.3460027201499 | 0.353997279850129 |
| 139 | 18.7 | 19.8312673516029 | -1.13126735160285 |
| 140 | 19.2 | 19.777484271478 | -0.577484271477996 |
| 141 | 12.9 | 12.0767882593114 | 0.823211740688632 |
| 142 | 14.4 | 14.2218018625502 | 0.178198137449816 |
| 143 | 6.2 | 5.08769080726973 | 1.11230919273027 |
| 144 | 3.3 | 2.51834833994078 | 0.781651660059221 |
| 145 | 4.6 | 4.57769773454795 | 0.0223022654520469 |
| 146 | 7.2 | 7.08384616915352 | 0.116153830846484 |
| 147 | 7.8 | 7.91541293583372 | -0.115412935833722 |
| 148 | 9.9 | 9.71763422511969 | 0.182365774880314 |
| 149 | 13.6 | 13.1922825951706 | 0.407717404829354 |
| 150 | 17.1 | 17.1219713549613 | -0.0219713549613 |
| 151 | 17.8 | 18.1881456430314 | -0.388145643031368 |
| 152 | 18.6 | 19.4480009541226 | -0.84800095412263 |
| 153 | 14.7 | 14.1144372639402 | 0.585562736059844 |
| 154 | 10.5 | 9.98541022149624 | 0.51458977850376 |
| 155 | 8.6 | 7.69577686861104 | 0.904223131388959 |
| 156 | 4.4 | 4.59890704626816 | -0.198907046268158 |
| 157 | 2.3 | 3.59647612561538 | -1.29647612561538 |
| 158 | 2.8 | 4.3199943637391 | -1.5199943637391 |
| 159 | 8.8 | 8.67527843587327 | 0.124721564126736 |
| 160 | 10.7 | 10.7895747221937 | -0.08957472219366 |
| 161 | 13.9 | 13.1579018051914 | 0.74209819480858 |
| 162 | 19.3 | 19.986748346513 | -0.686748346513041 |
| 163 | 19.5 | 20.1788696872421 | -0.678869687242113 |
| 164 | 20.4 | 21.1940385555073 | -0.794038555507274 |
| 165 | 15.3 | 14.7984130121638 | 0.501586987836243 |
| 166 | 7.9 | 7.54959409259872 | 0.350405907401284 |
| 167 | 8.3 | 7.66140703189014 | 0.638592968109858 |
| 168 | 4.5 | 4.37027802933958 | 0.129721970660423 |
| 169 | 3.2 | 3.58403063920997 | -0.384030639209967 |
| 170 | 5 | 5.34025767176264 | -0.340257671762643 |
| 171 | 6.6 | 6.98098756065808 | -0.380987560658082 |
| 172 | 11.1 | 10.6557712258418 | 0.444228774158195 |
| 173 | 12.8 | 12.0837997026721 | 0.716200297327888 |
| 174 | 16.3 | 16.1358327998619 | 0.164167200138129 |
| 175 | 17.4 | 17.452832872823 | -0.0528328728229722 |
| 176 | 18.9 | 19.8956180876399 | -0.995618087639925 |
| 177 | 15.8 | 15.6843338501078 | 0.115666149892176 |
| 178 | 11.7 | 11.4460752459406 | 0.253924754059406 |
| 179 | 6.4 | 5.53447416847246 | 0.86552583152754 |
| 180 | 2.9 | 2.6909852660557 | 0.209014733944297 |
| 181 | 4.7 | 5.24242217872173 | -0.542422178721731 |
| 182 | 2.4 | 3.63067202229538 | -1.23067202229538 |
| 183 | 7.2 | 7.45074661644316 | -0.250746616443157 |
| 184 | 10.7 | 10.2450506440009 | 0.454949355999097 |
| 185 | 13.4 | 12.876160925907 | 0.523839074093005 |
| 186 | 18.5 | 18.0635656418356 | 0.436434358164388 |
| 187 | 18.3 | 19.0657604255219 | -0.765760425521923 |
| 188 | 16.8 | 17.0391132072216 | -0.239113207221551 |
| 189 | 16.6 | 16.9506819882238 | -0.35068198822377 |
| 190 | 14.1 | 13.7776959670285 | 0.322304032971539 |
| 191 | 6.1 | 5.48443905468278 | 0.615560945317219 |
| 192 | 3.5 | 3.34985151995595 | 0.15014848004405 |
| 193 | 1.7 | 2.82294227647861 | -1.12294227647861 |
| 194 | 2.3 | 2.85710676660645 | -0.557106766606453 |
| 195 | 4.5 | 5.75954724827446 | -1.25954724827446 |
| 196 | 9.3 | 8.92257416695976 | 0.377425833040241 |
| 197 | 14.2 | 13.5817223925465 | 0.61827760745347 |
| 198 | 17.3 | 16.9997208066213 | 0.300279193378719 |
| 199 | 23 | 23.8225947284494 | -0.82259472844943 |
| 200 | 16.3 | 16.2500330511003 | 0.0499669488997437 |
| 201 | 18.4 | 14.452015003416 | 3.94798499658404 |
| 202 | 14.2 | 14.08785159786 | 0.112148402140043 |
| 203 | 9.1 | 8.36700269012562 | 0.732997309874376 |
| 204 | 5.9 | 5.11201471850225 | 0.787985281497748 |
| 205 | 7.2 | 7.01184160648537 | 0.188158393514626 |
| 206 | 6.8 | 6.36244498868452 | 0.437555011315476 |
| 207 | 8 | 7.56256917139091 | 0.437430828609086 |
| 208 | 14.3 | 13.5480251555839 | 0.751974844416093 |
| 209 | 14.6 | 14.1219120571267 | 0.478087942873276 |
| 210 | 17.5 | 17.9092907189959 | -0.409290718995871 |
| 211 | 17.2 | 17.4439925983257 | -0.243992598325692 |
| 212 | 17.2 | 17.3045848822701 | -0.104584882270077 |
| 213 | 14.1 | 13.7281047127552 | 0.371895287244812 |
| 214 | 10.5 | 9.64445214677636 | 0.855547853223642 |
| 215 | 6.8 | 6.01072271758129 | 0.789277282418711 |
| 216 | 4.1 | 4.62245553758052 | -0.522455537580517 |
| 217 | 6.5 | 6.62014273552609 | -0.120142735526087 |
| 218 | 6.1 | 6.86530031893648 | -0.765300318936478 |
| 219 | 6.3 | 6.72931564405048 | -0.429315644050479 |
| 220 | 9.3 | 9.42370997916598 | -0.123709979165984 |
| 221 | 16.4 | 15.6537215225678 | 0.746278477432159 |
| 222 | 16.1 | 15.5727461966828 | 0.527253803317249 |
| 223 | 18 | 17.3899983673088 | 0.610001632691177 |
| 224 | 17.6 | 17.2730613934699 | 0.326938606530056 |
| 225 | 14 | 12.6953572196516 | 1.30464278034845 |
| 226 | 10.5 | 9.33271453839359 | 1.16728546160641 |
| 227 | 6.9 | 6.01291663017172 | 0.887083369828276 |
| 228 | 2.8 | 2.44317350617341 | 0.356826493826594 |
| 229 | 0.7 | 2.09164938181036 | -1.39164938181036 |
| 230 | 3.6 | 3.5762650341439 | 0.0237349658560997 |
| 231 | 6.7 | 6.5521562355246 | 0.147843764475399 |
| 232 | 12.5 | 10.5887868983037 | 1.91121310169628 |
| 233 | 14.4 | 13.3732150326929 | 1.02678496730711 |
| 234 | 16.5 | 15.941116470794 | 0.558883529206031 |
| 235 | 18.7 | 18.1083268293296 | 0.591673170670432 |
| 236 | 19.4 | 18.0926427679861 | 1.30735723201393 |
| 237 | 15.8 | 15.3662089923449 | 0.433791007655086 |
| 238 | 11.3 | 10.2295670694436 | 1.0704329305564 |
| 239 | 9.7 | 9.00455998366675 | 0.695440016333253 |
| 240 | 2.9 | 3.5185272393242 | -0.618527239324199 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 10 | 0.317694159038733 | 0.635388318077466 | 0.682305840961267 |
| 11 | 0.252026691973136 | 0.504053383946271 | 0.747973308026864 |
| 12 | 0.151834677095673 | 0.303669354191345 | 0.848165322904327 |
| 13 | 0.0817606348578196 | 0.163521269715639 | 0.91823936514218 |
| 14 | 0.686535271763796 | 0.626929456472409 | 0.313464728236204 |
| 15 | 0.589801613255132 | 0.820396773489737 | 0.410198386744868 |
| 16 | 0.495776327418224 | 0.991552654836447 | 0.504223672581776 |
| 17 | 0.438681789811803 | 0.877363579623606 | 0.561318210188197 |
| 18 | 0.362322868298441 | 0.724645736596882 | 0.637677131701559 |
| 19 | 0.301381243433317 | 0.602762486866635 | 0.698618756566683 |
| 20 | 0.230446679803674 | 0.460893359607349 | 0.769553320196326 |
| 21 | 0.175326315529173 | 0.350652631058347 | 0.824673684470827 |
| 22 | 0.158609126877609 | 0.317218253755218 | 0.841390873122391 |
| 23 | 0.197970516500189 | 0.395941033000379 | 0.80202948349981 |
| 24 | 0.148590437991834 | 0.297180875983667 | 0.851409562008166 |
| 25 | 0.10918269910293 | 0.218365398205861 | 0.89081730089707 |
| 26 | 0.086130996016183 | 0.172261992032366 | 0.913869003983817 |
| 27 | 0.0682375018553552 | 0.13647500371071 | 0.931762498144645 |
| 28 | 0.0477630247233106 | 0.0955260494466213 | 0.95223697527669 |
| 29 | 0.0428288427316858 | 0.0856576854633715 | 0.957171157268314 |
| 30 | 0.0293714586538174 | 0.0587429173076348 | 0.970628541346183 |
| 31 | 0.0287632446813745 | 0.057526489362749 | 0.971236755318626 |
| 32 | 0.0365032817187392 | 0.0730065634374784 | 0.96349671828126 |
| 33 | 0.0263001915179531 | 0.0526003830359062 | 0.973699808482047 |
| 34 | 0.0186925226790582 | 0.0373850453581164 | 0.981307477320942 |
| 35 | 0.016023387267565 | 0.0320467745351299 | 0.983976612732435 |
| 36 | 0.0107250229870274 | 0.0214500459740547 | 0.989274977012973 |
| 37 | 0.00746634752816261 | 0.0149326950563252 | 0.992533652471837 |
| 38 | 0.00545962081575182 | 0.0109192416315036 | 0.994540379184248 |
| 39 | 0.00787143334436567 | 0.0157428666887313 | 0.992128566655634 |
| 40 | 0.00522242829799584 | 0.0104448565959917 | 0.994777571702004 |
| 41 | 0.00354001363592581 | 0.00708002727185162 | 0.996459986364074 |
| 42 | 0.00230430990745671 | 0.00460861981491341 | 0.997695690092543 |
| 43 | 0.00149573225983936 | 0.00299146451967872 | 0.99850426774016 |
| 44 | 0.00093324763411502 | 0.00186649526823004 | 0.999066752365885 |
| 45 | 0.000667203852668414 | 0.00133440770533683 | 0.999332796147332 |
| 46 | 0.000459637851063891 | 0.000919275702127783 | 0.999540362148936 |
| 47 | 0.950005038515325 | 0.0999899229693492 | 0.0499949614846746 |
| 48 | 0.9786902814783 | 0.0426194370433976 | 0.0213097185216988 |
| 49 | 0.973927833258227 | 0.0521443334835462 | 0.0260721667417731 |
| 50 | 0.982882772744397 | 0.0342344545112059 | 0.0171172272556029 |
| 51 | 0.979051459974938 | 0.0418970800501231 | 0.0209485400250616 |
| 52 | 0.973375056876131 | 0.0532498862477375 | 0.0266249431238687 |
| 53 | 0.973155892732975 | 0.0536882145340507 | 0.0268441072670254 |
| 54 | 0.965908403909774 | 0.0681831921804528 | 0.0340915960902264 |
| 55 | 0.980061091006063 | 0.0398778179878734 | 0.0199389089939367 |
| 56 | 0.975650764860362 | 0.0486984702792752 | 0.0243492351396376 |
| 57 | 0.970471363662203 | 0.0590572726755935 | 0.0295286363377967 |
| 58 | 0.964845476567112 | 0.0703090468657768 | 0.0351545234328884 |
| 59 | 0.965734909291524 | 0.0685301814169514 | 0.0342650907084757 |
| 60 | 0.96769880531965 | 0.0646023893606992 | 0.0323011946803496 |
| 61 | 0.960648041253375 | 0.078703917493249 | 0.0393519587466245 |
| 62 | 0.980916067639204 | 0.038167864721591 | 0.0190839323607955 |
| 63 | 0.978763317675656 | 0.0424733646486879 | 0.0212366823243439 |
| 64 | 0.974067158295578 | 0.0518656834088441 | 0.0259328417044221 |
| 65 | 0.970073515141275 | 0.0598529697174492 | 0.0299264848587246 |
| 66 | 0.965854869910785 | 0.0682902601784294 | 0.0341451300892147 |
| 67 | 0.981298793760939 | 0.037402412478123 | 0.0187012062390615 |
| 68 | 0.97782933422512 | 0.0443413315497608 | 0.0221706657748804 |
| 69 | 0.971844433094854 | 0.0563111338102928 | 0.0281555669051464 |
| 70 | 0.96499713641238 | 0.070005727175242 | 0.035002863587621 |
| 71 | 0.958227280986649 | 0.0835454380267022 | 0.0417727190133511 |
| 72 | 0.962995179538555 | 0.0740096409228907 | 0.0370048204614454 |
| 73 | 0.985222948289466 | 0.0295541034210689 | 0.0147770517105345 |
| 74 | 0.994924367882305 | 0.0101512642353904 | 0.00507563211769522 |
| 75 | 0.99670505721017 | 0.00658988557965912 | 0.00329494278982956 |
| 76 | 0.995621517416128 | 0.00875696516774333 | 0.00437848258387166 |
| 77 | 0.994261869540782 | 0.0114762609184366 | 0.0057381304592183 |
| 78 | 0.99326946076493 | 0.013461078470139 | 0.0067305392350695 |
| 79 | 0.991322871744401 | 0.0173542565111971 | 0.00867712825559854 |
| 80 | 0.98907322052199 | 0.0218535589560207 | 0.0109267794780104 |
| 81 | 0.989385741384984 | 0.0212285172300322 | 0.0106142586150161 |
| 82 | 0.990073670541273 | 0.0198526589174537 | 0.00992632945872684 |
| 83 | 0.987903395462673 | 0.0241932090746546 | 0.0120966045373273 |
| 84 | 0.99705128578636 | 0.00589742842728082 | 0.00294871421364041 |
| 85 | 0.999329627677652 | 0.00134074464469561 | 0.000670372322347805 |
| 86 | 0.999160857170797 | 0.00167828565840661 | 0.000839142829203303 |
| 87 | 0.99921500783769 | 0.00156998432461884 | 0.00078499216230942 |
| 88 | 0.99893898081781 | 0.00212203836438041 | 0.0010610191821902 |
| 89 | 0.998778268875284 | 0.00244346224943132 | 0.00122173112471566 |
| 90 | 0.99834101995407 | 0.00331796009185864 | 0.00165898004592932 |
| 91 | 0.998296201574881 | 0.00340759685023719 | 0.0017037984251186 |
| 92 | 0.999304867993656 | 0.00139026401268824 | 0.000695132006344119 |
| 93 | 0.999061483778074 | 0.00187703244385216 | 0.000938516221926079 |
| 94 | 0.998719101196274 | 0.00256179760745119 | 0.0012808988037256 |
| 95 | 0.998375212768915 | 0.00324957446216989 | 0.00162478723108495 |
| 96 | 0.997865388913446 | 0.00426922217310816 | 0.00213461108655408 |
| 97 | 0.997360978959076 | 0.00527804208184697 | 0.00263902104092349 |
| 98 | 0.996604546606246 | 0.00679090678750866 | 0.00339545339375433 |
| 99 | 0.99556328847282 | 0.00887342305436129 | 0.00443671152718065 |
| 100 | 0.994580685917237 | 0.0108386281655268 | 0.00541931408276341 |
| 101 | 0.993322837893589 | 0.0133543242128223 | 0.00667716210641113 |
| 102 | 0.991725969406184 | 0.0165480611876313 | 0.00827403059381563 |
| 103 | 0.989780243137994 | 0.0204395137240112 | 0.0102197568620056 |
| 104 | 0.987673375952202 | 0.0246532480955971 | 0.0123266240477985 |
| 105 | 0.984347607653639 | 0.0313047846927223 | 0.0156523923463611 |
| 106 | 0.984244428223228 | 0.0315111435535449 | 0.0157555717767724 |
| 107 | 0.980854943212408 | 0.0382901135751845 | 0.0191450567875922 |
| 108 | 0.978190745032722 | 0.0436185099345561 | 0.021809254967278 |
| 109 | 0.973059823164487 | 0.0538803536710256 | 0.0269401768355128 |
| 110 | 0.968860430895278 | 0.0622791382094445 | 0.0311395691047223 |
| 111 | 0.963774309437062 | 0.0724513811258768 | 0.0362256905629384 |
| 112 | 0.956677678966279 | 0.086644642067443 | 0.0433223210337215 |
| 113 | 0.947777530219117 | 0.104444939561766 | 0.0522224697808829 |
| 114 | 0.940577844878944 | 0.118844310242111 | 0.0594221551210557 |
| 115 | 0.941097878725091 | 0.117804242549818 | 0.058902121274909 |
| 116 | 0.93030764795166 | 0.13938470409668 | 0.0696923520483402 |
| 117 | 0.931204014377268 | 0.137591971245464 | 0.0687959856227322 |
| 118 | 0.922828650656934 | 0.154342698686132 | 0.077171349343066 |
| 119 | 0.913329554719397 | 0.173340890561207 | 0.0866704452806034 |
| 120 | 0.904608077124852 | 0.190783845750296 | 0.0953919228751482 |
| 121 | 0.890107586743104 | 0.219784826513791 | 0.109892413256896 |
| 122 | 0.8837230526608 | 0.232553894678401 | 0.116276947339201 |
| 123 | 0.87667000469955 | 0.246659990600898 | 0.123329995300449 |
| 124 | 0.859148096653004 | 0.281703806693991 | 0.140851903346996 |
| 125 | 0.837681412254658 | 0.324637175490684 | 0.162318587745342 |
| 126 | 0.822241847580964 | 0.355516304838073 | 0.177758152419036 |
| 127 | 0.810533348729355 | 0.378933302541289 | 0.189466651270645 |
| 128 | 0.813574355397017 | 0.372851289205967 | 0.186425644602983 |
| 129 | 0.810709468431235 | 0.378581063137531 | 0.189290531568765 |
| 130 | 0.791509516995898 | 0.416980966008205 | 0.208490483004102 |
| 131 | 0.763997214220096 | 0.472005571559808 | 0.236002785779904 |
| 132 | 0.754808614021799 | 0.490382771956403 | 0.245191385978201 |
| 133 | 0.725028826945475 | 0.54994234610905 | 0.274971173054525 |
| 134 | 0.695102938893982 | 0.609794122212037 | 0.304897061106018 |
| 135 | 0.664145803393355 | 0.67170839321329 | 0.335854196606645 |
| 136 | 0.650104637482265 | 0.699790725035469 | 0.349895362517735 |
| 137 | 0.625883146910602 | 0.748233706178797 | 0.374116853089398 |
| 138 | 0.596377696677686 | 0.807244606644628 | 0.403622303322314 |
| 139 | 0.63899014235645 | 0.7220197152871 | 0.36100985764355 |
| 140 | 0.639991856982856 | 0.720016286034288 | 0.360008143017144 |
| 141 | 0.659376054532284 | 0.681247890935433 | 0.340623945467716 |
| 142 | 0.627364047646529 | 0.745271904706942 | 0.372635952353471 |
| 143 | 0.677112972395401 | 0.645774055209197 | 0.322887027604599 |
| 144 | 0.690832013210112 | 0.618335973579775 | 0.309167986789888 |
| 145 | 0.657394739483624 | 0.685210521032751 | 0.342605260516376 |
| 146 | 0.649567634461265 | 0.70086473107747 | 0.350432365538735 |
| 147 | 0.61310602355397 | 0.773787952892059 | 0.38689397644603 |
| 148 | 0.577849121844893 | 0.844301756310215 | 0.422150878155107 |
| 149 | 0.547379835504673 | 0.905240328990654 | 0.452620164495327 |
| 150 | 0.511150588011184 | 0.977698823977631 | 0.488849411988816 |
| 151 | 0.486575900367765 | 0.97315180073553 | 0.513424099632235 |
| 152 | 0.482160682729693 | 0.964321365459386 | 0.517839317270307 |
| 153 | 0.458957997334748 | 0.917915994669496 | 0.541042002665252 |
| 154 | 0.435035992091479 | 0.870071984182957 | 0.564964007908521 |
| 155 | 0.432120480359815 | 0.86424096071963 | 0.567879519640185 |
| 156 | 0.394636150934929 | 0.789272301869858 | 0.605363849065071 |
| 157 | 0.436988748717121 | 0.873977497434241 | 0.56301125128288 |
| 158 | 0.547555093714559 | 0.904889812570883 | 0.452444906285441 |
| 159 | 0.50902330303161 | 0.98195339393678 | 0.49097669696839 |
| 160 | 0.470557046056746 | 0.94111409211349 | 0.529442953943254 |
| 161 | 0.466527642330007 | 0.933055284660014 | 0.533472357669993 |
| 162 | 0.498147119191219 | 0.996294238382438 | 0.501852880808781 |
| 163 | 0.517832739413877 | 0.964334521172246 | 0.482167260586123 |
| 164 | 0.5917159559399 | 0.816568088120199 | 0.408284044060099 |
| 165 | 0.562171174810207 | 0.875657650379586 | 0.437828825189793 |
| 166 | 0.52504080453322 | 0.94991839093356 | 0.47495919546678 |
| 167 | 0.498120016905365 | 0.99624003381073 | 0.501879983094635 |
| 168 | 0.457197243781976 | 0.914394487563952 | 0.542802756218024 |
| 169 | 0.421181145843275 | 0.84236229168655 | 0.578818854156725 |
| 170 | 0.390746231506163 | 0.781492463012326 | 0.609253768493837 |
| 171 | 0.371656532344888 | 0.743313064689777 | 0.628343467655112 |
| 172 | 0.340568494751107 | 0.681136989502213 | 0.659431505248893 |
| 173 | 0.31923553861622 | 0.63847107723244 | 0.68076446138378 |
| 174 | 0.283718674044329 | 0.567437348088657 | 0.716281325955671 |
| 175 | 0.249139322110096 | 0.498278644220192 | 0.750860677889904 |
| 176 | 0.299846296506819 | 0.599692593013638 | 0.700153703493181 |
| 177 | 0.264652363612985 | 0.529304727225969 | 0.735347636387015 |
| 178 | 0.236282526155761 | 0.472565052311522 | 0.763717473844239 |
| 179 | 0.245050361576853 | 0.490100723153706 | 0.754949638423147 |
| 180 | 0.214295059773244 | 0.428590119546488 | 0.785704940226756 |
| 181 | 0.198052166902409 | 0.396104333804818 | 0.801947833097591 |
| 182 | 0.221458547242653 | 0.442917094485305 | 0.778541452757348 |
| 183 | 0.210393755230808 | 0.420787510461615 | 0.789606244769192 |
| 184 | 0.185189566573495 | 0.37037913314699 | 0.814810433426505 |
| 185 | 0.163112468676608 | 0.326224937353215 | 0.836887531323392 |
| 186 | 0.140309675459617 | 0.280619350919235 | 0.859690324540383 |
| 187 | 0.149484795560909 | 0.298969591121817 | 0.850515204439091 |
| 188 | 0.145310730716671 | 0.290621461433343 | 0.854689269283329 |
| 189 | 0.150404034380749 | 0.300808068761497 | 0.849595965619251 |
| 190 | 0.133233280704792 | 0.266466561409585 | 0.866766719295208 |
| 191 | 0.113881834296292 | 0.227763668592583 | 0.886118165703708 |
| 192 | 0.0933872178085625 | 0.186774435617125 | 0.906612782191437 |
| 193 | 0.136002471384997 | 0.272004942769994 | 0.863997528615003 |
| 194 | 0.125923009904489 | 0.251846019808978 | 0.87407699009551 |
| 195 | 0.193400671431811 | 0.386801342863623 | 0.806599328568189 |
| 196 | 0.164406494961496 | 0.328812989922992 | 0.835593505038504 |
| 197 | 0.150965164669223 | 0.301930329338447 | 0.849034835330777 |
| 198 | 0.135891367826729 | 0.271782735653458 | 0.864108632173271 |
| 199 | 0.281038863217479 | 0.562077726434959 | 0.71896113678252 |
| 200 | 0.252208609324373 | 0.504417218648746 | 0.747791390675627 |
| 201 | 0.937750883417748 | 0.124498233164504 | 0.062249116582252 |
| 202 | 0.925471520350425 | 0.149056959299151 | 0.0745284796495754 |
| 203 | 0.908232449668565 | 0.18353510066287 | 0.0917675503314352 |
| 204 | 0.904393871499016 | 0.191212257001968 | 0.0956061285009842 |
| 205 | 0.880631458809395 | 0.238737082381209 | 0.119368541190605 |
| 206 | 0.859729168250148 | 0.280541663499705 | 0.140270831749852 |
| 207 | 0.82465058860876 | 0.35069882278248 | 0.17534941139124 |
| 208 | 0.791129652715196 | 0.417740694569608 | 0.208870347284804 |
| 209 | 0.745222316675733 | 0.509555366648533 | 0.254777683324267 |
| 210 | 0.766206146587234 | 0.467587706825531 | 0.233793853412766 |
| 211 | 0.81887852081285 | 0.3622429583743 | 0.18112147918715 |
| 212 | 0.852392653221065 | 0.295214693557869 | 0.147607346778935 |
| 213 | 0.831476328675142 | 0.337047342649716 | 0.168523671324858 |
| 214 | 0.788688880399304 | 0.422622239201391 | 0.211311119600696 |
| 215 | 0.775281880581459 | 0.449436238837082 | 0.224718119418541 |
| 216 | 0.72396144396278 | 0.552077112074441 | 0.27603855603722 |
| 217 | 0.657485106916074 | 0.685029786167853 | 0.342514893083926 |
| 218 | 0.68012503383691 | 0.63974993232618 | 0.31987496616309 |
| 219 | 0.620738120361565 | 0.75852375927687 | 0.379261879638435 |
| 220 | 0.562049936214873 | 0.875900127570255 | 0.437950063785127 |
| 221 | 0.490956618988773 | 0.981913237977546 | 0.509043381011227 |
| 222 | 0.425540366142265 | 0.85108073228453 | 0.574459633857735 |
| 223 | 0.361847794230809 | 0.723695588461618 | 0.638152205769191 |
| 224 | 0.388284142619596 | 0.776568285239192 | 0.611715857380404 |
| 225 | 0.322524623045672 | 0.645049246091344 | 0.677475376954328 |
| 226 | 0.414630197632958 | 0.829260395265915 | 0.585369802367042 |
| 227 | 0.412230397666476 | 0.824460795332952 | 0.587769602333524 |
| 228 | 0.670089713360867 | 0.659820573278266 | 0.329910286639133 |
| 229 | 0.54729545671525 | 0.9054090865695 | 0.45270454328475 |
| 230 | 0.821844565118557 | 0.356310869762886 | 0.178155434881443 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 24 | 0.108597285067873 | NOK |
| 5% type I error level | 58 | 0.262443438914027 | NOK |
| 10% type I error level | 85 | 0.384615384615385 | NOK |
