| Multiple Linear Regression - Estimated Regression Equation |
| Temp[t] = + 15.6573390895579 + 0.338889766628572Max[t] + 0.690572412192343Min[t] -0.00598952836620577Neerslag[t] + 2.39766006260503e-05Luchtdruk[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) | 15.6573390895579 | 6.353499 | 2.4644 | 0.014443 | 0.007221 |
| Max | 0.338889766628572 | 0.021117 | 16.0479 | 0 | 0 |
| Min | 0.690572412192343 | 0.029234 | 23.6221 | 0 | 0 |
| Neerslag | -0.00598952836620577 | 0.000905 | -6.6159 | 0 | 0 |
| Luchtdruk | 2.39766006260503e-05 | 0.000614 | 0.039 | 0.968906 | 0.484453 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.994671322830967 |
| R-squared | 0.989371040462307 |
| Adjusted R-squared | 0.98919012200209 |
| F-TEST (value) | 5468.60192862997 |
| F-TEST (DF numerator) | 4 |
| F-TEST (DF denominator) | 235 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 5.52127602826185 |
| Sum Squared Residuals | 7163.85491036085 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 61 | 67.9238511658936 | -6.92385116589362 |
| 2 | 81 | 81.3961033725705 | -0.396103372570479 |
| 3 | 87 | 86.9897129605359 | 0.0102870394640635 |
| 4 | 87 | 81.8317755163379 | 5.1682244836621 |
| 5 | 136 | 125.554197590817 | 10.445802409183 |
| 6 | 147 | 148.011080280773 | -1.01108028077337 |
| 7 | 168 | 166.589217346114 | 1.41078265388553 |
| 8 | 185 | 179.866100003775 | 5.1338999962249 |
| 9 | 137 | 135.057755312351 | 1.94224468764916 |
| 10 | 125 | 127.406428086649 | -2.40642808664945 |
| 11 | 64 | 60.5160502826418 | 3.48394971735818 |
| 12 | 45 | 48.7866690262829 | -3.78666902628287 |
| 13 | 35 | 39.4321713822332 | -4.4321713822332 |
| 14 | -4 | -7.5917937937852 | 3.5917937937852 |
| 15 | 88 | 88.7556722922433 | -0.755672292243292 |
| 16 | 85 | 83.6468423773045 | 1.3531576226955 |
| 17 | 95 | 94.4844549265538 | 0.515545073446223 |
| 18 | 128 | 124.183020004109 | 3.81697999589094 |
| 19 | 186 | 186.390538559128 | -0.390538559127943 |
| 20 | 182 | 176.013623585947 | 5.98637641405316 |
| 21 | 151 | 142.485818718392 | 8.51418128160783 |
| 22 | 106 | 109.737358362195 | -3.73735836219463 |
| 23 | 60 | 57.7620102005109 | 2.23798979948913 |
| 24 | 44 | 49.049417475545 | -5.049417475545 |
| 25 | 30 | 33.4772482432312 | -3.47724824323123 |
| 26 | 54 | 55.8183197756072 | -1.81831977560721 |
| 27 | 72 | 73.8203946008122 | -1.82039460081218 |
| 28 | 88 | 87.8208982649045 | 0.179101735095451 |
| 29 | 153 | 147.475256619802 | 5.52474338019795 |
| 30 | 168 | 162.904052350874 | 5.09594764912552 |
| 31 | 181 | 178.530572555592 | 2.46942744440779 |
| 32 | 180 | 179.009879286845 | 0.990120713154545 |
| 33 | 149 | 161.135258541894 | -12.1352585418937 |
| 34 | 84 | 81.0551129578118 | 2.94488704218822 |
| 35 | 85 | 86.5647354292059 | -1.56473542920594 |
| 36 | 42 | 46.0882115869429 | -4.08821158694293 |
| 37 | 54 | 54.1002626035629 | -0.100262603562921 |
| 38 | 30 | 35.6315203766505 | -5.63152037665048 |
| 39 | 96 | 62.9235466826706 | 33.0764533173294 |
| 40 | 110 | 105.39186324115 | 4.60813675885049 |
| 41 | 141 | 139.431652957493 | 1.56834704250734 |
| 42 | 159 | 155.92928089855 | 3.07071910145048 |
| 43 | 164 | 162.263709395485 | 1.73629060451524 |
| 44 | 155 | 156.012728168014 | -1.01272816801442 |
| 45 | 135 | 145.715358827316 | -10.7153588273159 |
| 46 | 93 | 96.9308149533485 | -3.93081495334855 |
| 47 | 28 | 31.897977024616 | -3.89797702461602 |
| 48 | 56 | 52.4977225746361 | 3.50227742536394 |
| 49 | 56 | 57.3565487926634 | -1.35654879266337 |
| 50 | 22 | 24.7792020126504 | -2.77920201265036 |
| 51 | 76 | 76.0259457845668 | -0.0259457845668432 |
| 52 | 83 | 79.6752990102097 | 3.32470098979029 |
| 53 | 121 | 119.695440951555 | 1.30455904844483 |
| 54 | 151 | 149.053792229995 | 1.9462077700052 |
| 55 | 208 | 207.038124866102 | 0.961875133897579 |
| 56 | 179 | 180.34746263762 | -1.34746263762025 |
| 57 | 139 | 168.864597539008 | -29.8645975390079 |
| 58 | 99 | 95.4382177861764 | 3.56178221382357 |
| 59 | 103 | 102.787250729222 | 0.212749270778479 |
| 60 | 57 | 54.353925242985 | 2.64607475701498 |
| 61 | 44 | 42.75499155149 | 1.24500844850998 |
| 62 | 70 | 72.3380536136157 | -2.33805361361571 |
| 63 | 58 | 54.2398777712378 | 3.76012222876225 |
| 64 | 91 | 92.064882914872 | -1.06488291487199 |
| 65 | 126 | 117.537310304293 | 8.46268969570681 |
| 66 | 146 | 139.601924539846 | 6.39807546015378 |
| 67 | 199 | 195.935352137283 | 3.06464786271731 |
| 68 | 194 | 189.912435581451 | 4.08756441854921 |
| 69 | 145 | 168.529869469171 | -23.5298694691708 |
| 70 | 131 | 132.138342963185 | -1.13834296318501 |
| 71 | 74 | 74.1555646132975 | -0.155564613297509 |
| 72 | -3 | -4.24434968384301 | 1.24434968384301 |
| 73 | 7 | 15.0882429658397 | -8.0882429658397 |
| 74 | 10 | 10.6317940030462 | -0.631794003046183 |
| 75 | 34 | 37.2800171144316 | -3.28001711443157 |
| 76 | 94 | 90.095323194434 | 3.90467680556602 |
| 77 | 105 | 104.850785600585 | 0.149214399414636 |
| 78 | 151 | 143.919179598311 | 7.08082040168875 |
| 79 | 162 | 159.165969858732 | 2.83403014126807 |
| 80 | 175 | 173.249539105086 | 1.75046089491437 |
| 81 | 128 | 137.087301997352 | -9.08730199735176 |
| 82 | 115 | 115.050088828017 | -0.0500888280172297 |
| 83 | 62 | 59.3386115703942 | 2.66138842960583 |
| 84 | 11 | 13.1214280079209 | -2.12142800792085 |
| 85 | -7 | -3.35488643680218 | -3.64511356319782 |
| 86 | 64 | 62.513208228524 | 1.48679177147601 |
| 87 | 80 | 83.678151631632 | -3.67815163163203 |
| 88 | 77 | 73.4097905714664 | 3.59020942853359 |
| 89 | 127 | 121.060979571474 | 5.93902042852635 |
| 90 | 158 | 154.791642924081 | 3.20835707591897 |
| 91 | 173 | 171.038702160445 | 1.96129783955468 |
| 92 | 206 | 204.926687823798 | 1.07331217620152 |
| 93 | 147 | 153.596300670205 | -6.59630067020517 |
| 94 | 103 | 99.727665522108 | 3.27233447789204 |
| 95 | 73 | 77.5673576044443 | -4.56735760444432 |
| 96 | 52 | 51.9623700713131 | 0.03762992868688 |
| 97 | 52 | 52.4902929407956 | -0.490292940795572 |
| 98 | 68 | 71.7840705192665 | -3.78407051926655 |
| 99 | 77 | 73.2354211709147 | 3.76457882908533 |
| 100 | 94 | 96.0658875474898 | -2.06588754748976 |
| 101 | 147 | 142.78422606412 | 4.21577393587972 |
| 102 | 160 | 160.13074527569 | -0.130745275690408 |
| 103 | 166 | 167.274544596304 | -1.27454459630403 |
| 104 | 167 | 160.561982223477 | 6.4380177765233 |
| 105 | 155 | 158.735170099684 | -3.73517009968404 |
| 106 | 104 | 99.1578542174776 | 4.84214578252235 |
| 107 | 44 | 40.0308247074257 | 3.9691752925743 |
| 108 | 53 | 57.2608578167755 | -4.26085781677548 |
| 109 | 56 | 55.4558240978746 | 0.544175902125355 |
| 110 | 36 | 34.454782992809 | 1.54521700719105 |
| 111 | 76 | 72.887234487252 | 3.112765512748 |
| 112 | 99 | 99.0247426836515 | -0.0247426836515339 |
| 113 | 142 | 137.899555120157 | 4.10044487984258 |
| 114 | 150 | 145.003663222158 | 4.99633677784197 |
| 115 | 190 | 189.163188020121 | 0.836811979878517 |
| 116 | 176 | 169.885577864514 | 6.11442213548625 |
| 117 | 175 | 186.091413740825 | -11.0914137408255 |
| 118 | 112 | 113.287324146872 | -1.28732414687169 |
| 119 | 73 | 72.2962697290771 | 0.703730270922913 |
| 120 | 52 | 49.22777382069 | 2.77222617930997 |
| 121 | 48 | 52.1103015544708 | -4.11030155447084 |
| 122 | 61 | 58.8332048834579 | 2.16679511654214 |
| 123 | 68 | 66.910861438961 | 1.08913856103898 |
| 124 | 97 | 99.1542307206327 | -2.15423072063265 |
| 125 | 146 | 142.900489246294 | 3.09951075370588 |
| 126 | 160 | 158.839514704248 | 1.16048529575234 |
| 127 | 155 | 154.19575499185 | 0.804245008149833 |
| 128 | 175 | 177.835646659337 | -2.83564665933656 |
| 129 | 163 | 164.479549135713 | -1.47954913571302 |
| 130 | 117 | 117.12146061007 | -0.121460610069661 |
| 131 | 82 | 82.8689473685259 | -0.868947368525867 |
| 132 | 55 | 57.9558890649099 | -2.9558890649099 |
| 133 | 32 | 34.3072930552387 | -2.30729305523866 |
| 134 | 48 | 47.77584343122 | 0.224156568780042 |
| 135 | 53 | 55.5761807185588 | -2.57618071855878 |
| 136 | 82 | 81.7949325198815 | 0.205067480118537 |
| 137 | 139 | 136.154159006742 | 2.84584099325819 |
| 138 | 150 | 145.83756118239 | 4.16243881760954 |
| 139 | 184 | 184.232788865369 | -0.23278886536914 |
| 140 | 185 | 182.230701553783 | 2.76929844621726 |
| 141 | 138 | 150.111795733876 | -12.1117957338757 |
| 142 | 147 | 154.018095966951 | -7.01809596695099 |
| 143 | 77 | 74.7183588548549 | 2.28164114514512 |
| 144 | 32 | 29.152680830826 | 2.84731916917405 |
| 145 | 48 | 51.8189787040663 | -3.8189787040663 |
| 146 | 72 | 69.9005125274443 | 2.09948747255568 |
| 147 | 76 | 74.9081685159098 | 1.09183148409018 |
| 148 | 94 | 90.5681758858238 | 3.43182411417616 |
| 149 | 133 | 134.381437366574 | -1.38143736657421 |
| 150 | 164 | 162.181294991456 | 1.81870500854374 |
| 151 | 174 | 173.110298224131 | 0.889701775869114 |
| 152 | 187 | 182.108570664652 | 4.89142933534771 |
| 153 | 149 | 157.959293708092 | -8.95929370809151 |
| 154 | 102 | 100.751130262056 | 1.24886973794368 |
| 155 | 86 | 83.5805201066952 | 2.41947989330477 |
| 156 | 35 | 38.6845175219327 | -3.68451752193268 |
| 157 | 31 | 31.8478563326473 | -0.847856332647273 |
| 158 | 28 | 30.1292019076713 | -2.12920190767131 |
| 159 | 75 | 73.0869793851425 | 1.91302061485751 |
| 160 | 102 | 94.8481014698394 | 7.15189853016063 |
| 161 | 133 | 128.07152370395 | 4.9284762960504 |
| 162 | 178 | 170.905777757213 | 7.09422224278734 |
| 163 | 190 | 188.793153163849 | 1.20684683615092 |
| 164 | 190 | 189.480053728934 | 0.519946271065647 |
| 165 | 147 | 151.935684966806 | -4.93568496680607 |
| 166 | 83 | 80.518530584013 | 2.48146941598701 |
| 167 | 83 | 86.0967896014683 | -3.09678960146833 |
| 168 | 46 | 47.3110005866273 | -1.31100058662733 |
| 169 | 40 | 38.3545029566959 | 1.64549704330409 |
| 170 | 50 | 51.3351667392715 | -1.33516673927153 |
| 171 | 61 | 59.5678673852351 | 1.43213261476492 |
| 172 | 102 | 95.9802323857745 | 6.01976761422552 |
| 173 | 117 | 112.64641851202 | 4.35358148797973 |
| 174 | 158 | 152.024002159077 | 5.97599784092293 |
| 175 | 170 | 168.260631988883 | 1.73936801111741 |
| 176 | 190 | 186.760387304853 | 3.23961269514736 |
| 177 | 155 | 161.876548296633 | -6.87654829663346 |
| 178 | 117 | 122.366515954857 | -5.36651595485659 |
| 179 | 68 | 66.8195347748312 | 1.1804652251688 |
| 180 | 40 | 40.8450630005796 | -0.845063000579554 |
| 181 | 56 | 60.7030768900218 | -4.70307689002183 |
| 182 | 28 | 28.7811796842296 | -0.781179684229586 |
| 183 | 66 | 66.9003064009767 | -0.900306400976725 |
| 184 | 103 | 101.009495093894 | 1.99050490610571 |
| 185 | 122 | 117.937723045154 | 4.06227695484552 |
| 186 | 166 | 162.084721981249 | 3.91527801875052 |
| 187 | 176 | 174.124063438152 | 1.87593656184756 |
| 188 | 164 | 160.837356714883 | 3.16264328511651 |
| 189 | 160 | 162.688812955301 | -2.68881295530109 |
| 190 | 139 | 143.385577698713 | -4.38557769871256 |
| 191 | 75 | 73.0935131133349 | 1.90648688666514 |
| 192 | 44 | 46.433515886296 | -2.43351588629605 |
| 193 | 22 | 26.1043038294024 | -4.10430382940236 |
| 194 | 32 | 39.1171650348306 | -7.11716503483057 |
| 195 | 42 | 41.7650644294349 | 0.23493557056508 |
| 196 | 86 | 89.3256351688394 | -3.32563516883938 |
| 197 | 140 | 137.379715317162 | 2.62028468283758 |
| 198 | 163 | 158.168180162438 | 4.83181983756155 |
| 199 | 222 | 218.985700367702 | 3.01429963229774 |
| 200 | 166 | 158.39808428036 | 7.60191571964028 |
| 201 | 183 | 205.719805095426 | -22.7198050954256 |
| 202 | 140 | 135.462198028615 | 4.53780197138515 |
| 203 | 98 | 98.7023910012507 | -0.702391001250689 |
| 204 | 69 | 72.3140705703015 | -3.31407057030148 |
| 205 | 75 | 76.1090385972568 | -1.10903859725678 |
| 206 | 63 | 64.5514508813456 | -1.55145088134561 |
| 207 | 81 | 78.6910441775825 | 2.3089558224175 |
| 208 | 126 | 122.085008227459 | 3.91499177254093 |
| 209 | 139 | 134.040089241212 | 4.95991075878755 |
| 210 | 171 | 174.983173868949 | -3.98317386894902 |
| 211 | 170 | 167.811585799975 | 2.18841420002543 |
| 212 | 173 | 172.236779479907 | 0.763220520093211 |
| 213 | 144 | 150.249163804685 | -6.24916380468495 |
| 214 | 105 | 106.604620109459 | -1.60462010945901 |
| 215 | 75 | 75.8264441969851 | -0.826444196985075 |
| 216 | 41 | 44.6281267573715 | -3.62812675737148 |
| 217 | 68 | 71.19722290636 | -3.19722290635996 |
| 218 | 53 | 51.214056367169 | 1.78594363283103 |
| 219 | 61 | 56.6148429434855 | 4.38515705651451 |
| 220 | 87 | 86.6903079507276 | 0.309692049272369 |
| 221 | 155 | 145.812876660898 | 9.18712333910214 |
| 222 | 159 | 160.267587568867 | -1.26758756886697 |
| 223 | 180 | 178.206644945838 | 1.79335505416211 |
| 224 | 175 | 175.026121779224 | -0.0261217792235521 |
| 225 | 138 | 151.014716609584 | -13.0147166095844 |
| 226 | 105 | 101.453861333873 | 3.54613866612718 |
| 227 | 73 | 72.8554826167558 | 0.144517383244182 |
| 228 | 26 | 27.8043487370205 | -1.80434873702049 |
| 229 | 12 | 16.6014417873303 | -4.60144178733027 |
| 230 | 35 | 34.9711983809001 | 0.0288016190999152 |
| 231 | 64 | 63.6517206521676 | 0.348279347832432 |
| 232 | 115 | 111.133910237406 | 3.86608976259388 |
| 233 | 138 | 133.677252571618 | 4.32274742838153 |
| 234 | 138 | 155.636703737211 | -17.6367037372107 |
| 235 | 182 | 184.40772401455 | -2.40772401455023 |
| 236 | 191 | 189.028660087579 | 1.97133991242089 |
| 237 | 155 | 168.134263596346 | -13.1342635963459 |
| 238 | 113 | 109.632627148036 | 3.36737285196438 |
| 239 | 98 | 98.7965301187159 | -0.796530118715896 |
| 240 | 29 | 27.9310550912682 | 1.06894490873183 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 8 | 0.00208285907136244 | 0.00416571814272489 | 0.997917140928638 |
| 9 | 0.000258524507260328 | 0.000517049014520657 | 0.99974147549274 |
| 10 | 3.96051958955247e-05 | 7.92103917910493e-05 | 0.999960394804104 |
| 11 | 5.34801617218323e-05 | 0.000106960323443665 | 0.999946519838278 |
| 12 | 8.70660545707763e-06 | 1.74132109141553e-05 | 0.999991293394543 |
| 13 | 9.56334676985574e-06 | 1.91266935397115e-05 | 0.99999043665323 |
| 14 | 3.14719774683551e-06 | 6.29439549367102e-06 | 0.999996852802253 |
| 15 | 5.25978275658092e-07 | 1.05195655131618e-06 | 0.999999474021724 |
| 16 | 4.54760537476681e-07 | 9.09521074953361e-07 | 0.999999545239463 |
| 17 | 8.59684143222506e-08 | 1.71936828644501e-07 | 0.999999914031586 |
| 18 | 1.64788562887808e-08 | 3.29577125775617e-08 | 0.999999983521144 |
| 19 | 1.06447338592479e-08 | 2.12894677184959e-08 | 0.999999989355266 |
| 20 | 7.37040404554883e-08 | 1.47408080910977e-07 | 0.99999992629596 |
| 21 | 2.37780738553565e-08 | 4.75561477107131e-08 | 0.999999976221926 |
| 22 | 1.69566702749148e-08 | 3.39133405498297e-08 | 0.99999998304333 |
| 23 | 5.42121864684227e-09 | 1.08424372936845e-08 | 0.999999994578781 |
| 24 | 1.28882182269629e-09 | 2.57764364539258e-09 | 0.999999998711178 |
| 25 | 2.97359595243954e-10 | 5.94719190487907e-10 | 0.99999999970264 |
| 26 | 9.38837742550862e-11 | 1.87767548510172e-10 | 0.999999999906116 |
| 27 | 2.11476965232179e-11 | 4.22953930464358e-11 | 0.999999999978852 |
| 28 | 4.46681927451422e-12 | 8.93363854902843e-12 | 0.999999999995533 |
| 29 | 9.81612547575019e-13 | 1.96322509515004e-12 | 0.999999999999018 |
| 30 | 4.69993284745347e-13 | 9.39986569490695e-13 | 0.99999999999953 |
| 31 | 9.84292299205565e-14 | 1.96858459841113e-13 | 0.999999999999902 |
| 32 | 4.4514476695047e-14 | 8.90289533900939e-14 | 0.999999999999955 |
| 33 | 0.00342766423725855 | 0.00685532847451709 | 0.996572335762741 |
| 34 | 0.00212255959182862 | 0.00424511918365723 | 0.997877440408171 |
| 35 | 0.00128930222077351 | 0.00257860444154702 | 0.998710697779226 |
| 36 | 0.000842838179512543 | 0.00168567635902509 | 0.999157161820487 |
| 37 | 0.000500071463176288 | 0.00100014292635258 | 0.999499928536824 |
| 38 | 0.000313725797558314 | 0.000627451595116629 | 0.999686274202442 |
| 39 | 0.898669006561883 | 0.202661986876234 | 0.101330993438117 |
| 40 | 0.880194271767117 | 0.239611456465767 | 0.119805728232884 |
| 41 | 0.854525397539891 | 0.290949204920218 | 0.145474602460109 |
| 42 | 0.828221890328717 | 0.343556219342567 | 0.171778109671283 |
| 43 | 0.79835964353361 | 0.40328071293278 | 0.20164035646639 |
| 44 | 0.762177027794905 | 0.47564594441019 | 0.237822972205095 |
| 45 | 0.932460747019682 | 0.135078505960636 | 0.067539252980318 |
| 46 | 0.918963429180798 | 0.162073141638404 | 0.0810365708192019 |
| 47 | 0.905850618406874 | 0.188298763186253 | 0.0941493815931265 |
| 48 | 0.902385642245756 | 0.195228715508489 | 0.0976143577542444 |
| 49 | 0.882296893631964 | 0.235406212736072 | 0.117703106368036 |
| 50 | 0.867826157204221 | 0.264347685591559 | 0.132173842795779 |
| 51 | 0.841947501466345 | 0.316104997067309 | 0.158052498533655 |
| 52 | 0.817337150999782 | 0.365325698000436 | 0.182662849000218 |
| 53 | 0.787634076042866 | 0.424731847914267 | 0.212365923957134 |
| 54 | 0.755752527893525 | 0.488494944212951 | 0.244247472106475 |
| 55 | 0.720424393442273 | 0.559151213115454 | 0.279575606557727 |
| 56 | 0.682424920598752 | 0.635150158802497 | 0.317575079401248 |
| 57 | 0.999883340523638 | 0.000233318952723993 | 0.000116659476361997 |
| 58 | 0.999887909856399 | 0.000224180287201195 | 0.000112090143600598 |
| 59 | 0.999837639749749 | 0.000324720500502188 | 0.000162360250251094 |
| 60 | 0.999812636081274 | 0.000374727837451612 | 0.000187363918725806 |
| 61 | 0.999744394314138 | 0.000511211371724903 | 0.000255605685862451 |
| 62 | 0.999654177262695 | 0.000691645474609333 | 0.000345822737304666 |
| 63 | 0.99955956720604 | 0.000880865587920563 | 0.000440432793960282 |
| 64 | 0.999433559434539 | 0.0011328811309224 | 0.000566440565461201 |
| 65 | 0.999544206277423 | 0.000911587445153514 | 0.000455793722576757 |
| 66 | 0.999531173312163 | 0.000937653375673397 | 0.000468826687836699 |
| 67 | 0.999378496431366 | 0.00124300713726716 | 0.000621503568633578 |
| 68 | 0.999229441810257 | 0.00154111637948682 | 0.000770558189743411 |
| 69 | 0.999999285444829 | 1.42911034176532e-06 | 7.14555170882659e-07 |
| 70 | 0.999998959962093 | 2.08007581409335e-06 | 1.04003790704667e-06 |
| 71 | 0.999998370042999 | 3.25991400182323e-06 | 1.62995700091162e-06 |
| 72 | 0.999997471817881 | 5.0563642384367e-06 | 2.52818211921835e-06 |
| 73 | 0.999999113870353 | 1.77225929320225e-06 | 8.86129646601126e-07 |
| 74 | 0.999998581048731 | 2.83790253744153e-06 | 1.41895126872077e-06 |
| 75 | 0.999998270581001 | 3.45883799797422e-06 | 1.72941899898711e-06 |
| 76 | 0.999997682916968 | 4.63416606493348e-06 | 2.31708303246674e-06 |
| 77 | 0.999996385374618 | 7.22925076345182e-06 | 3.61462538172591e-06 |
| 78 | 0.999997234846085 | 5.53030783063948e-06 | 2.76515391531974e-06 |
| 79 | 0.999996162437663 | 7.6751246741658e-06 | 3.8375623370829e-06 |
| 80 | 0.999994463496457 | 1.10730070862617e-05 | 5.53650354313083e-06 |
| 81 | 0.999997587159127 | 4.82568174607156e-06 | 2.41284087303578e-06 |
| 82 | 0.999996203378214 | 7.59324357099863e-06 | 3.79662178549931e-06 |
| 83 | 0.99999520547001 | 9.58905997939403e-06 | 4.79452998969701e-06 |
| 84 | 0.999993223802922 | 1.35523941556599e-05 | 6.77619707782994e-06 |
| 85 | 0.99999157069963 | 1.68586007392053e-05 | 8.42930036960265e-06 |
| 86 | 0.999987731648706 | 2.45367025887676e-05 | 1.22683512943838e-05 |
| 87 | 0.999984528159376 | 3.09436812478334e-05 | 1.54718406239167e-05 |
| 88 | 0.999980433894897 | 3.91322102058654e-05 | 1.95661051029327e-05 |
| 89 | 0.999982042317837 | 3.5915364325702e-05 | 1.7957682162851e-05 |
| 90 | 0.99997646539084 | 4.70692183206641e-05 | 2.3534609160332e-05 |
| 91 | 0.999967011781643 | 6.59764367138511e-05 | 3.29882183569255e-05 |
| 92 | 0.999953978062093 | 9.20438758139579e-05 | 4.6021937906979e-05 |
| 93 | 0.999961664011709 | 7.66719765824285e-05 | 3.83359882912142e-05 |
| 94 | 0.999952543477974 | 9.49130440518509e-05 | 4.74565220259255e-05 |
| 95 | 0.99995073457923 | 9.85308415391361e-05 | 4.9265420769568e-05 |
| 96 | 0.999927630377658 | 0.000144739244683605 | 7.23696223418025e-05 |
| 97 | 0.999894669874737 | 0.00021066025052645 | 0.000105330125263225 |
| 98 | 0.99987275025598 | 0.000254499488039243 | 0.000127249744019622 |
| 99 | 0.99985437396707 | 0.000291252065860225 | 0.000145626032930113 |
| 100 | 0.999803086641256 | 0.000393826717487031 | 0.000196913358743515 |
| 101 | 0.999774341932715 | 0.000451316134570088 | 0.000225658067285044 |
| 102 | 0.999681988037592 | 0.000636023924816306 | 0.000318011962408153 |
| 103 | 0.999568356623833 | 0.000863286752333519 | 0.000431643376166759 |
| 104 | 0.999630075874749 | 0.000739848250501582 | 0.000369924125250791 |
| 105 | 0.999577767366374 | 0.000844465267250947 | 0.000422232633625473 |
| 106 | 0.999561612682084 | 0.000876774635832876 | 0.000438387317916438 |
| 107 | 0.999504583770341 | 0.000990832459317733 | 0.000495416229658867 |
| 108 | 0.999426605755667 | 0.0011467884886663 | 0.000573394244333151 |
| 109 | 0.999209579763109 | 0.00158084047378265 | 0.000790420236891326 |
| 110 | 0.998944042499845 | 0.00211191500030991 | 0.00105595750015495 |
| 111 | 0.998699752219625 | 0.00260049556074953 | 0.00130024778037477 |
| 112 | 0.99823931799544 | 0.00352136400911926 | 0.00176068200455963 |
| 113 | 0.998012057928936 | 0.00397588414212838 | 0.00198794207106419 |
| 114 | 0.99792356428067 | 0.00415287143865973 | 0.00207643571932987 |
| 115 | 0.997313383866544 | 0.0053732322669126 | 0.0026866161334563 |
| 116 | 0.997487872313912 | 0.00502425537217618 | 0.00251212768608809 |
| 117 | 0.999012796483048 | 0.00197440703390322 | 0.000987203516951609 |
| 118 | 0.99867841968984 | 0.0026431606203206 | 0.0013215803101603 |
| 119 | 0.998219811351661 | 0.0035603772966786 | 0.0017801886483393 |
| 120 | 0.997788707228433 | 0.00442258554313436 | 0.00221129277156718 |
| 121 | 0.997456100548878 | 0.00508779890224356 | 0.00254389945112178 |
| 122 | 0.996751645702805 | 0.00649670859439042 | 0.00324835429719521 |
| 123 | 0.995756888294795 | 0.00848622341040902 | 0.00424311170520451 |
| 124 | 0.994605458878179 | 0.0107890822436411 | 0.00539454112182056 |
| 125 | 0.993525302955929 | 0.0129493940881413 | 0.00647469704407066 |
| 126 | 0.991814333046079 | 0.0163713339078428 | 0.0081856669539214 |
| 127 | 0.989504611317976 | 0.0209907773640471 | 0.0104953886820236 |
| 128 | 0.98734907503252 | 0.0253018499349594 | 0.0126509249674797 |
| 129 | 0.984138143424071 | 0.0317237131518579 | 0.0158618565759289 |
| 130 | 0.980002352197288 | 0.0399952956054229 | 0.0199976478027115 |
| 131 | 0.975268332678385 | 0.0494633346432293 | 0.0247316673216147 |
| 132 | 0.970909175414884 | 0.0581816491702314 | 0.0290908245851157 |
| 133 | 0.96520818578178 | 0.0695836284364392 | 0.0347918142182196 |
| 134 | 0.957263794473813 | 0.085472411052374 | 0.042736205526187 |
| 135 | 0.94952443941887 | 0.100951121162259 | 0.0504755605811296 |
| 136 | 0.938863258475496 | 0.122273483049008 | 0.0611367415245041 |
| 137 | 0.931502015062949 | 0.136995969874102 | 0.0684979849370511 |
| 138 | 0.928229622091607 | 0.143540755816786 | 0.071770377908393 |
| 139 | 0.914225514035086 | 0.171548971929827 | 0.0857744859649135 |
| 140 | 0.902354407181057 | 0.195291185637885 | 0.0976455928189427 |
| 141 | 0.981029504387601 | 0.0379409912247974 | 0.0189704956123987 |
| 142 | 0.981062118110583 | 0.0378757637788348 | 0.0189378818894174 |
| 143 | 0.976900122362337 | 0.0461997552753259 | 0.0230998776376629 |
| 144 | 0.972156978038795 | 0.0556860439224094 | 0.0278430219612047 |
| 145 | 0.968426955840279 | 0.0631460883194411 | 0.0315730441597206 |
| 146 | 0.961936790843651 | 0.0761264183126983 | 0.0380632091563491 |
| 147 | 0.953936134600088 | 0.0921277307998245 | 0.0460638653999123 |
| 148 | 0.947734306893627 | 0.104531386212746 | 0.0522656931063731 |
| 149 | 0.937240756812969 | 0.125518486374063 | 0.0627592431870315 |
| 150 | 0.926263260000501 | 0.147473479998998 | 0.0737367399994991 |
| 151 | 0.915473743983254 | 0.169052512033492 | 0.0845262560167461 |
| 152 | 0.9085717969107 | 0.182856406178601 | 0.0914282030893004 |
| 153 | 0.932139700471924 | 0.135720599056153 | 0.0678602995280763 |
| 154 | 0.919223650366692 | 0.161552699266615 | 0.0807763496333077 |
| 155 | 0.906092141890791 | 0.187815716218418 | 0.093907858109209 |
| 156 | 0.896795824179891 | 0.206408351640218 | 0.103204175820109 |
| 157 | 0.87799083667539 | 0.244018326649221 | 0.12200916332461 |
| 158 | 0.859119476162644 | 0.281761047674713 | 0.140880523837356 |
| 159 | 0.839205114430346 | 0.321589771139309 | 0.160794885569655 |
| 160 | 0.856296223954549 | 0.287407552090903 | 0.143703776045451 |
| 161 | 0.851299866973025 | 0.29740026605395 | 0.148700133026975 |
| 162 | 0.883469962964348 | 0.233060074071303 | 0.116530037035652 |
| 163 | 0.871521444033066 | 0.256957111933868 | 0.128478555966934 |
| 164 | 0.861364661682152 | 0.277270676635695 | 0.138635338317848 |
| 165 | 0.881312944889618 | 0.237374110220764 | 0.118687055110382 |
| 166 | 0.862405348543632 | 0.275189302912736 | 0.137594651456368 |
| 167 | 0.841552906615042 | 0.316894186769916 | 0.158447093384958 |
| 168 | 0.817830223399826 | 0.364339553200347 | 0.182169776600174 |
| 169 | 0.790910268871658 | 0.418179462256684 | 0.209089731128342 |
| 170 | 0.760971447882278 | 0.478057104235444 | 0.239028552117722 |
| 171 | 0.729836156089355 | 0.54032768782129 | 0.270163843910645 |
| 172 | 0.726706108624481 | 0.546587782751037 | 0.273293891375519 |
| 173 | 0.728488891942004 | 0.543022216115992 | 0.271511108057996 |
| 174 | 0.746721269561739 | 0.506557460876523 | 0.253278730438261 |
| 175 | 0.720246157758254 | 0.559507684483493 | 0.279753842241746 |
| 176 | 0.688948460762995 | 0.622103078474009 | 0.311051539237005 |
| 177 | 0.703948918492812 | 0.592102163014375 | 0.296051081507188 |
| 178 | 0.680761762569093 | 0.638476474861814 | 0.319238237430907 |
| 179 | 0.642761623325778 | 0.714476753348444 | 0.357238376674222 |
| 180 | 0.601613186008703 | 0.796773627982594 | 0.398386813991297 |
| 181 | 0.576363863574701 | 0.847272272850598 | 0.423636136425299 |
| 182 | 0.533847044028465 | 0.932305911943071 | 0.466152955971535 |
| 183 | 0.492102977304597 | 0.984205954609193 | 0.507897022695403 |
| 184 | 0.456135090544669 | 0.912270181089338 | 0.543864909455331 |
| 185 | 0.452772024960795 | 0.905544049921591 | 0.547227975039205 |
| 186 | 0.440752246844547 | 0.881504493689093 | 0.559247753155453 |
| 187 | 0.401757066764841 | 0.803514133529681 | 0.598242933235159 |
| 188 | 0.386037021351235 | 0.772074042702471 | 0.613962978648765 |
| 189 | 0.352123986933468 | 0.704247973866935 | 0.647876013066532 |
| 190 | 0.319139712312052 | 0.638279424624104 | 0.680860287687948 |
| 191 | 0.281077284529308 | 0.562154569058616 | 0.718922715470692 |
| 192 | 0.24514330914589 | 0.490286618291779 | 0.75485669085411 |
| 193 | 0.216031392815955 | 0.43206278563191 | 0.783968607184045 |
| 194 | 0.22142162215948 | 0.44284324431896 | 0.77857837784052 |
| 195 | 0.187310646679865 | 0.37462129335973 | 0.812689353320135 |
| 196 | 0.159413445801216 | 0.318826891602432 | 0.840586554198784 |
| 197 | 0.138558605481921 | 0.277117210963842 | 0.861441394518079 |
| 198 | 0.164599653953453 | 0.329199307906907 | 0.835400346046547 |
| 199 | 0.215855079500663 | 0.431710159001326 | 0.784144920499337 |
| 200 | 0.196633770979167 | 0.393267541958334 | 0.803366229020833 |
| 201 | 0.702291743628305 | 0.595416512743389 | 0.297708256371694 |
| 202 | 0.684505634211306 | 0.630988731577388 | 0.315494365788694 |
| 203 | 0.63446625193027 | 0.73106749613946 | 0.36553374806973 |
| 204 | 0.592816254177497 | 0.814367491645007 | 0.407183745822504 |
| 205 | 0.539265721907794 | 0.921468556184411 | 0.460734278092206 |
| 206 | 0.485734154268603 | 0.971468308537205 | 0.514265845731398 |
| 207 | 0.436155792838013 | 0.872311585676026 | 0.563844207161987 |
| 208 | 0.460908074864213 | 0.921816149728426 | 0.539091925135787 |
| 209 | 0.434963312806763 | 0.869926625613527 | 0.565036687193237 |
| 210 | 0.389866977636778 | 0.779733955273556 | 0.610133022363222 |
| 211 | 0.334250960494129 | 0.668501920988259 | 0.665749039505871 |
| 212 | 0.30535450440478 | 0.610709008809561 | 0.69464549559522 |
| 213 | 0.327375072897292 | 0.654750145794584 | 0.672624927102708 |
| 214 | 0.283001368975207 | 0.566002737950413 | 0.716998631024793 |
| 215 | 0.231511942630832 | 0.463023885261664 | 0.768488057369168 |
| 216 | 0.199549605141446 | 0.399099210282893 | 0.800450394858554 |
| 217 | 0.158418343521155 | 0.316836687042309 | 0.841581656478845 |
| 218 | 0.127995384878907 | 0.255990769757814 | 0.872004615121093 |
| 219 | 0.0978175771613522 | 0.195635154322704 | 0.902182422838648 |
| 220 | 0.0766444238278322 | 0.153288847655664 | 0.923355576172168 |
| 221 | 0.163903033300266 | 0.327806066600531 | 0.836096966699734 |
| 222 | 0.132966165036406 | 0.265932330072813 | 0.867033834963594 |
| 223 | 0.10278329197042 | 0.20556658394084 | 0.89721670802958 |
| 224 | 0.0711351650978012 | 0.142270330195602 | 0.928864834902199 |
| 225 | 0.222328507155169 | 0.444657014310338 | 0.777671492844831 |
| 226 | 0.162110172647549 | 0.324220345295098 | 0.837889827352451 |
| 227 | 0.116232441185965 | 0.23246488237193 | 0.883767558814035 |
| 228 | 0.0791106132532801 | 0.15822122650656 | 0.92088938674672 |
| 229 | 0.048630015600423 | 0.097260031200846 | 0.951369984399577 |
| 230 | 0.032654899571406 | 0.065309799142812 | 0.967345100428594 |
| 231 | 0.0234767492060825 | 0.046953498412165 | 0.976523250793918 |
| 232 | 0.0159120870228444 | 0.0318241740456888 | 0.984087912977156 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 98 | 0.435555555555556 | NOK |
| 5% type I error level | 111 | 0.493333333333333 | NOK |
| 10% type I error level | 120 | 0.533333333333333 | NOK |
