| Multiple Linear Regression - Estimated Regression Equation |
| Y(Werkloosheid)[t] = + 21.9148726937865 -0.898005613316569`X(inflatie)`[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) | 21.9148726937865 | 0.435075 | 50.3704 | 0 | 0 |
| `X(inflatie)` | -0.898005613316569 | 0.195376 | -4.5963 | 7e-06 | 4e-06 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.301031438385647 |
| R-squared | 0.0906199268965314 |
| Adjusted R-squared | 0.0863303982498169 |
| F-TEST (value) | 21.1258472340407 |
| F-TEST (DF numerator) | 1 |
| F-TEST (DF denominator) | 212 |
| p-value | 7.38328562854829e-06 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 3.01212920578624 |
| Sum Squared Residuals | 1923.4595386983 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 15 | 20.0290609058211 | -5.02906090582111 |
| 2 | 14.4 | 20.0290609058216 | -5.62906090582164 |
| 3 | 13.5 | 19.5800580991634 | -6.08005809916335 |
| 4 | 12.8 | 19.5800580991634 | -6.78005809916335 |
| 5 | 12.3 | 19.4902575378317 | -7.1902575378317 |
| 6 | 12.2 | 19.669858660495 | -7.46985866049501 |
| 7 | 14.5 | 19.7596592218267 | -5.25965922182667 |
| 8 | 17.2 | 20.2086620284850 | -3.00866202848495 |
| 9 | 18 | 19.9392603444900 | -1.93926034448998 |
| 10 | 18.1 | 20.2086620284850 | -2.10866202848495 |
| 11 | 18 | 20.1188614671533 | -2.11886146715329 |
| 12 | 18.3 | 19.9392603444900 | -1.63926034448998 |
| 13 | 18.7 | 19.669858660495 | -0.96985866049501 |
| 14 | 18.6 | 19.669858660495 | -1.06985866049501 |
| 15 | 18.3 | 19.4902575378317 | -1.19025753783169 |
| 16 | 17.9 | 19.5800580991634 | -1.68005809916335 |
| 17 | 17.4 | 19.8494597831583 | -2.44945978315832 |
| 18 | 17.4 | 20.1188614671533 | -2.71886146715329 |
| 19 | 20.1 | 19.8494597831583 | 0.250540216841679 |
| 20 | 23.2 | 19.3106564151684 | 3.88934358483162 |
| 21 | 24.2 | 19.669858660495 | 4.53014133950499 |
| 22 | 24.2 | 19.669858660495 | 4.53014133950499 |
| 23 | 23.9 | 19.8494597831583 | 4.05054021684168 |
| 24 | 23.8 | 19.669858660495 | 4.13014133950499 |
| 25 | 23.8 | 19.8494597831583 | 3.95054021684168 |
| 26 | 23.3 | 19.7596592218267 | 3.54034077817334 |
| 27 | 22.4 | 19.9392603444900 | 2.46073965551002 |
| 28 | 21.5 | 19.7596592218267 | 1.74034077817333 |
| 29 | 20.5 | 19.5800580991634 | 0.919941900836649 |
| 30 | 19.9 | 19.4004569765000 | 0.49954302349996 |
| 31 | 22 | 19.4004569765000 | 2.59954302349996 |
| 32 | 24.9 | 19.669858660495 | 5.23014133950499 |
| 33 | 25.7 | 19.669858660495 | 6.03014133950499 |
| 34 | 25.3 | 19.9392603444900 | 5.36073965551002 |
| 35 | 24.4 | 20.0290609058216 | 4.37093909417836 |
| 36 | 23.8 | 20.2086620284850 | 3.59133797151505 |
| 37 | 23.5 | 20.2086620284850 | 3.29133797151505 |
| 38 | 23 | 20.3882631511483 | 2.61173684885174 |
| 39 | 22.2 | 20.3882631511483 | 1.81173684885174 |
| 40 | 21.4 | 20.4780637124799 | 0.921936287520079 |
| 41 | 20.3 | 20.6576648351432 | -0.357664835143233 |
| 42 | 19.5 | 20.9270665191382 | -1.42706651913820 |
| 43 | 21.7 | 21.1964682031332 | 0.503531796866824 |
| 44 | 24.7 | 21.1066676418015 | 3.59333235819848 |
| 45 | 25.3 | 21.0168670804699 | 4.28313291953014 |
| 46 | 24.9 | 21.0168670804699 | 3.88313291953014 |
| 47 | 24.1 | 20.9270665191382 | 3.1729334808618 |
| 48 | 23.4 | 20.7474653964749 | 2.65253460352511 |
| 49 | 23.1 | 20.6576648351432 | 2.44233516485677 |
| 50 | 22.4 | 20.6576648351432 | 1.74233516485677 |
| 51 | 21.3 | 20.4780637124799 | 0.821936287520081 |
| 52 | 20.3 | 20.1188614671533 | 0.181138532846708 |
| 53 | 19.3 | 20.0290609058216 | -0.729060905821635 |
| 54 | 18.7 | 20.2086620284849 | -1.50866202848495 |
| 55 | 21 | 20.5678642738116 | 0.432135726188423 |
| 56 | 24 | 20.8372659578065 | 3.16273404219345 |
| 57 | 24.8 | 20.5678642738116 | 4.23213572618842 |
| 58 | 24.2 | 19.9392603444900 | 4.26073965551002 |
| 59 | 23.3 | 20.0290609058216 | 3.27093909417836 |
| 60 | 22.7 | 20.0290609058216 | 2.67093909417836 |
| 61 | 22.3 | 20.0290609058216 | 2.27093909417836 |
| 62 | 21.8 | 20.2086620284849 | 1.59133797151505 |
| 63 | 21.2 | 20.7474653964749 | 0.452534603525109 |
| 64 | 20.5 | 20.9270665191382 | -0.427066519138204 |
| 65 | 19.7 | 20.6576648351432 | -0.957664835143234 |
| 66 | 19.2 | 20.4780637124799 | -1.27806371247992 |
| 67 | 21.2 | 20.2086620284849 | 0.99133797151505 |
| 68 | 23.9 | 20.3882631511483 | 3.51173684885174 |
| 69 | 24.8 | 20.4780637124799 | 4.32193628752008 |
| 70 | 24.2 | 20.8372659578065 | 3.36273404219345 |
| 71 | 23 | 20.7474653964749 | 2.25253460352511 |
| 72 | 22.2 | 21.1066676418015 | 1.09333235819848 |
| 73 | 21.8 | 21.4658698871281 | 0.334130112871856 |
| 74 | 21.2 | 21.1964682031332 | 0.00353179686682453 |
| 75 | 20.5 | 21.0168670804699 | -0.516867080469861 |
| 76 | 19.7 | 20.7474653964749 | -1.04746539647489 |
| 77 | 19 | 20.7474653964749 | -1.74746539647489 |
| 78 | 18.4 | 20.8372659578065 | -2.43726595780655 |
| 79 | 20.7 | 20.8372659578065 | -0.137265957806548 |
| 80 | 24.5 | 21.0168670804699 | 3.48313291953014 |
| 81 | 26 | 21.1964682031332 | 4.80353179686683 |
| 82 | 25.2 | 21.2862687644648 | 3.91373123553517 |
| 83 | 24.1 | 21.3760693257965 | 2.72393067420351 |
| 84 | 23.7 | 21.2862687644648 | 2.41373123553517 |
| 85 | 23.5 | 21.0168670804699 | 2.48313291953014 |
| 86 | 23.1 | 21.0168670804699 | 2.08313291953014 |
| 87 | 22.7 | 20.7474653964749 | 1.95253460352511 |
| 88 | 22.5 | 20.9270665191382 | 1.57293348086180 |
| 89 | 21.7 | 21.1964682031332 | 0.503531796866824 |
| 90 | 20.5 | 21.2862687644648 | -0.786268764464832 |
| 91 | 21.9 | 21.2862687644648 | 0.613731235535167 |
| 92 | 22.9 | 21.1066676418015 | 1.79333235819848 |
| 93 | 21.5 | 20.7474653964749 | 0.75253460352511 |
| 94 | 19 | 20.6576648351432 | -1.65766483514323 |
| 95 | 17 | 20.4780637124799 | -3.47806371247992 |
| 96 | 16.1 | 20.0290609058216 | -3.92906090582163 |
| 97 | 15.9 | 21.6454710097915 | -5.74547100979146 |
| 98 | 15.7 | 20.0290609058216 | -4.32906090582164 |
| 99 | 15.1 | 19.669858660495 | -4.56985866049501 |
| 100 | 14.8 | 19.8494597831583 | -5.04945978315832 |
| 101 | 14.3 | 19.7596592218267 | -5.45965922182666 |
| 102 | 14.5 | 19.2208558538367 | -4.72085585383672 |
| 103 | 18.9 | 20.3882631511483 | -1.48826315114826 |
| 104 | 21.6 | 18.7718530471784 | 2.82814695282156 |
| 105 | 20.4 | 18.3228502405202 | 2.07714975947984 |
| 106 | 17.9 | 18.5922519245151 | -0.692251924515128 |
| 107 | 15.7 | 18.5922519245151 | -2.89225192451513 |
| 108 | 14.5 | 19.2208558538367 | -4.72085585383672 |
| 109 | 14 | 19.4902575378317 | -5.4902575378317 |
| 110 | 13.9 | 19.669858660495 | -5.76985866049501 |
| 111 | 14.4 | 19.9392603444900 | -5.53926034448998 |
| 112 | 15.8 | 19.3106564151684 | -3.51065641516838 |
| 113 | 15.6 | 19.1310552925051 | -3.53105529250507 |
| 114 | 14.7 | 19.2208558538367 | -4.52085585383672 |
| 115 | 16.7 | 19.4004569765000 | -2.70045697650004 |
| 116 | 17.9 | 19.669858660495 | -1.76985866049501 |
| 117 | 18.7 | 20.2086620284849 | -1.50866202848495 |
| 118 | 20.1 | 20.2086620284849 | -0.108662028484948 |
| 119 | 19.5 | 20.2984625898166 | -0.798462589816606 |
| 120 | 19.4 | 20.1188614671533 | -0.718861467153294 |
| 121 | 18.6 | 19.5800580991634 | -0.98005809916335 |
| 122 | 17.8 | 19.669858660495 | -1.86985866049501 |
| 123 | 17.1 | 19.669858660495 | -2.56985866049501 |
| 124 | 16.5 | 20.4780637124799 | -3.97806371247992 |
| 125 | 15.5 | 20.6576648351432 | -5.15766483514323 |
| 126 | 14.9 | 21.1964682031332 | -6.29646820313317 |
| 127 | 18.6 | 20.9270665191382 | -2.32706651913820 |
| 128 | 19.1 | 20.7474653964749 | -1.64746539647489 |
| 129 | 18.8 | 20.8372659578065 | -2.03726595780655 |
| 130 | 18.2 | 20.7474653964749 | -2.54746539647489 |
| 131 | 18 | 20.9270665191382 | -2.92706651913820 |
| 132 | 19 | 20.7474653964749 | -1.74746539647489 |
| 133 | 20.7 | 20.8372659578065 | -0.137265957806548 |
| 134 | 21.2 | 20.4780637124799 | 0.72193628752008 |
| 135 | 20.7 | 20.3882631511483 | 0.311736848851736 |
| 136 | 19.6 | 20.5678642738116 | -0.967864273811575 |
| 137 | 18.6 | 21.1066676418015 | -2.50666764180152 |
| 138 | 18.7 | 20.5678642738116 | -1.86786427381158 |
| 139 | 23.8 | 20.6576648351432 | 3.14233516485677 |
| 140 | 24.9 | 20.4780637124799 | 4.42193628752008 |
| 141 | 24.8 | 20.3882631511483 | 4.41173684885174 |
| 142 | 23.8 | 20.6576648351432 | 3.14233516485677 |
| 143 | 22.3 | 20.2984625898166 | 2.00153741018339 |
| 144 | 21.7 | 20.3882631511483 | 1.31173684885174 |
| 145 | 20.7 | 20.6576648351432 | 0.0423351648567656 |
| 146 | 19.7 | 20.8372659578065 | -1.13726595780655 |
| 147 | 18.4 | 21.0168670804699 | -2.61686708046986 |
| 148 | 17.4 | 20.3882631511483 | -2.98826315114826 |
| 149 | 17 | 19.7596592218267 | -2.75965922182667 |
| 150 | 18 | 20.1188614671533 | -2.11886146715329 |
| 151 | 23.8 | 20.0290609058216 | 3.77093909417836 |
| 152 | 25.5 | 20.1188614671533 | 5.38113853284671 |
| 153 | 25.6 | 20.2984625898166 | 5.3015374101834 |
| 154 | 23.7 | 19.4902575378317 | 4.20974246216830 |
| 155 | 22 | 19.8494597831583 | 2.15054021684168 |
| 156 | 21.3 | 20.2086620284849 | 1.09133797151505 |
| 157 | 20.7 | 20.1188614671533 | 0.581138532846707 |
| 158 | 20.4 | 19.8494597831583 | 0.550540216841676 |
| 159 | 20.3 | 19.4004569765000 | 0.899543023499963 |
| 160 | 20.4 | 19.7596592218267 | 0.640340778173333 |
| 161 | 19.8 | 19.8494597831583 | -0.0494597831583216 |
| 162 | 19.5 | 19.4902575378317 | 0.00974246216830549 |
| 163 | 23.1 | 19.4902575378317 | 3.60974246216831 |
| 164 | 23.5 | 19.3106564151684 | 4.18934358483162 |
| 165 | 23.5 | 19.2208558538367 | 4.27914414616328 |
| 166 | 22.9 | 19.9392603444900 | 2.96073965551002 |
| 167 | 21.9 | 19.8494597831583 | 2.05054021684168 |
| 168 | 21.5 | 19.4004569765000 | 2.09954302349996 |
| 169 | 20.5 | 19.4004569765000 | 1.09954302349996 |
| 170 | 20.2 | 19.4004569765000 | 0.799543023499961 |
| 171 | 19.4 | 19.9392603444900 | -0.53926034448998 |
| 172 | 19.2 | 19.5800580991634 | -0.380058099163352 |
| 173 | 18.8 | 19.4004569765000 | -0.600456976500037 |
| 174 | 18.8 | 19.669858660495 | -0.869858660495008 |
| 175 | 22.6 | 19.7596592218267 | 2.84034077817334 |
| 176 | 23.3 | 19.8494597831583 | 3.45054021684168 |
| 177 | 23 | 20.2086620284850 | 2.79133797151505 |
| 178 | 21.4 | 20.3882631511483 | 1.01173684885174 |
| 179 | 19.9 | 20.1188614671533 | -0.218861467153294 |
| 180 | 18.8 | 20.0290609058216 | -1.22906090582163 |
| 181 | 18.6 | 20.3882631511483 | -1.78826315114826 |
| 182 | 18.4 | 20.2984625898166 | -1.89846258981661 |
| 183 | 18.6 | 20.2984625898166 | -1.69846258981660 |
| 184 | 19.9 | 20.2984625898166 | -0.398462589816608 |
| 185 | 19.2 | 20.7474653964749 | -1.54746539647489 |
| 186 | 18.4 | 20.7474653964749 | -2.34746539647489 |
| 187 | 21.1 | 20.7474653964749 | 0.352534603525111 |
| 188 | 20.5 | 20.8372659578065 | -0.337265957806547 |
| 189 | 19.1 | 20.6576648351432 | -1.55766483514323 |
| 190 | 18.1 | 19.9392603444900 | -1.83926034448998 |
| 191 | 17 | 19.3106564151684 | -2.31065641516838 |
| 192 | 17.1 | 19.1310552925051 | -2.03105529250507 |
| 193 | 17.4 | 18.7718530471784 | -1.37185304717844 |
| 194 | 16.8 | 18.6820524858468 | -1.88205248584678 |
| 195 | 15.3 | 17.9636479951935 | -2.66364799519353 |
| 196 | 14.3 | 18.2330496791885 | -3.9330496791885 |
| 197 | 13.4 | 17.3350440658719 | -3.93504406587193 |
| 198 | 15.3 | 16.7064401365503 | -1.40644013655033 |
| 199 | 22.1 | 16.6166395752187 | 5.48336042478133 |
| 200 | 23.7 | 17.0656423818770 | 6.63435761812304 |
| 201 | 22.2 | 16.9758418205453 | 5.2241581794547 |
| 202 | 19.5 | 17.6044457498669 | 1.89555425013310 |
| 203 | 16.6 | 19.0412547311734 | -2.44125473117341 |
| 204 | 17.3 | 19.4902575378317 | -2.19025753783169 |
| 205 | 19.8 | 20.0290609058216 | -0.229060905821635 |
| 206 | 21.2 | 20.2086620284849 | 0.99133797151505 |
| 207 | 21.5 | 21.3760693257965 | 0.123930674203512 |
| 208 | 20.6 | 21.2862687644648 | -0.68626876446483 |
| 209 | 19.1 | 22.0944738164497 | -2.99447381644974 |
| 210 | 19.6 | 22.812878307103 | -3.212878307103 |
| 211 | 23.5 | 23.4414822364246 | 0.0585177635754046 |
| 212 | 24 | 22.5434766231080 | 1.45652337689197 |
| 213 | 23.2 | 22.812878307103 | 0.387121692897002 |
| 214 | 21.2 | 22.7230777457713 | -1.52307774577134 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 5 | 0.00494777123011235 | 0.00989554246022469 | 0.995052228769888 |
| 6 | 0.00470829246491591 | 0.00941658492983182 | 0.995291707535084 |
| 7 | 0.00261603570011133 | 0.00523207140022266 | 0.997383964299889 |
| 8 | 0.00207114303402469 | 0.00414228606804938 | 0.997928856965975 |
| 9 | 0.0208010092299449 | 0.0416020184598898 | 0.979198990770055 |
| 10 | 0.0108732355682521 | 0.0217464711365042 | 0.989126764431748 |
| 11 | 0.0065321659565697 | 0.0130643319131394 | 0.99346783404343 |
| 12 | 0.0124762100791447 | 0.0249524201582893 | 0.987523789920855 |
| 13 | 0.088760725930664 | 0.177521451861328 | 0.911239274069336 |
| 14 | 0.165263106411268 | 0.330526212822535 | 0.834736893588732 |
| 15 | 0.248628455025438 | 0.497256910050875 | 0.751371544974562 |
| 16 | 0.249105894390147 | 0.498211788780293 | 0.750894105609853 |
| 17 | 0.201452947436843 | 0.402905894873685 | 0.798547052563157 |
| 18 | 0.153216168964185 | 0.306432337928370 | 0.846783831035815 |
| 19 | 0.197603123971221 | 0.395206247942442 | 0.802396876028779 |
| 20 | 0.579495800340597 | 0.841008399318807 | 0.420504199659403 |
| 21 | 0.828507623069147 | 0.342984753861706 | 0.171492376930853 |
| 22 | 0.931352539012438 | 0.137294921975125 | 0.0686474609875624 |
| 23 | 0.969700605800192 | 0.0605987883996151 | 0.0302993941998075 |
| 24 | 0.98428562199623 | 0.0314287560075402 | 0.0157143780037701 |
| 25 | 0.991807198506433 | 0.016385602987135 | 0.0081928014935675 |
| 26 | 0.994386525586464 | 0.0112269488270726 | 0.00561347441353631 |
| 27 | 0.994940963440368 | 0.0101180731192637 | 0.00505903655963183 |
| 28 | 0.994100855959331 | 0.0117982880813371 | 0.00589914404066853 |
| 29 | 0.99194131677058 | 0.0161173664588408 | 0.0080586832294204 |
| 30 | 0.988547958414795 | 0.0229040831704105 | 0.0114520415852052 |
| 31 | 0.986808642971152 | 0.0263827140576956 | 0.0131913570288478 |
| 32 | 0.993237233480139 | 0.0135255330397225 | 0.00676276651986124 |
| 33 | 0.997422593924616 | 0.00515481215076816 | 0.00257740607538408 |
| 34 | 0.999006200293367 | 0.00198759941326579 | 0.000993799706632895 |
| 35 | 0.999420310648204 | 0.00115937870359115 | 0.000579689351795573 |
| 36 | 0.999546101241589 | 0.000907797516821791 | 0.000453898758410896 |
| 37 | 0.999568661046438 | 0.000862677907123252 | 0.000431338953561626 |
| 38 | 0.999489571106204 | 0.00102085778759308 | 0.00051042889379654 |
| 39 | 0.99929421127198 | 0.00141157745604031 | 0.000705788728020154 |
| 40 | 0.998955424140182 | 0.00208915171963588 | 0.00104457585981794 |
| 41 | 0.99848955225023 | 0.00302089549954108 | 0.00151044774977054 |
| 42 | 0.997999223165738 | 0.00400155366852454 | 0.00200077683426227 |
| 43 | 0.997133977300467 | 0.00573204539906542 | 0.00286602269953271 |
| 44 | 0.99712424801715 | 0.00575150396570225 | 0.00287575198285112 |
| 45 | 0.997369804808968 | 0.00526039038206388 | 0.00263019519103194 |
| 46 | 0.997257154229396 | 0.00548569154120826 | 0.00274284577060413 |
| 47 | 0.996755982028332 | 0.00648803594333677 | 0.00324401797166839 |
| 48 | 0.99595865556035 | 0.00808268887930082 | 0.00404134443965041 |
| 49 | 0.994909220804818 | 0.0101815583903641 | 0.00509077919518206 |
| 50 | 0.993288934343183 | 0.0134221313136336 | 0.0067110656568168 |
| 51 | 0.991000180903412 | 0.0179996381931762 | 0.0089998190965881 |
| 52 | 0.987980388365386 | 0.0240392232692271 | 0.0120196116346135 |
| 53 | 0.984531649656379 | 0.0309367006872426 | 0.0154683503436213 |
| 54 | 0.981733221738234 | 0.0365335565235316 | 0.0182667782617658 |
| 55 | 0.97654884586219 | 0.0469023082756178 | 0.0234511541378089 |
| 56 | 0.973807001402116 | 0.0523859971957682 | 0.0261929985978841 |
| 57 | 0.975715761387206 | 0.0485684772255876 | 0.0242842386127938 |
| 58 | 0.980007245833884 | 0.0399855083322316 | 0.0199927541661158 |
| 59 | 0.979763140738933 | 0.0404737185221335 | 0.0202368592610667 |
| 60 | 0.977656444332846 | 0.0446871113343074 | 0.0223435556671537 |
| 61 | 0.974230426019863 | 0.0515391479602749 | 0.0257695739801375 |
| 62 | 0.968485421621064 | 0.0630291567578717 | 0.0315145783789358 |
| 63 | 0.961492819098069 | 0.0770143618038628 | 0.0385071809019314 |
| 64 | 0.95563947381385 | 0.0887210523723011 | 0.0443605261861505 |
| 65 | 0.949419024162181 | 0.101161951675637 | 0.0505809758378187 |
| 66 | 0.942863745317546 | 0.114272509364907 | 0.0571362546824535 |
| 67 | 0.930886942945487 | 0.138226114109025 | 0.0691130570545126 |
| 68 | 0.931224587922063 | 0.137550824155874 | 0.0687754120779368 |
| 69 | 0.938865570553497 | 0.122268858893006 | 0.061134429446503 |
| 70 | 0.93636089567219 | 0.127278208655621 | 0.0636391043278104 |
| 71 | 0.927573540608996 | 0.144852918782008 | 0.072426459391004 |
| 72 | 0.915507004195922 | 0.168985991608157 | 0.0844929958040783 |
| 73 | 0.904828328630184 | 0.190343342739632 | 0.095171671369816 |
| 74 | 0.891808663035816 | 0.216382673928369 | 0.108191336964184 |
| 75 | 0.878426952662169 | 0.243146094675662 | 0.121573047337831 |
| 76 | 0.865347544300204 | 0.269304911399592 | 0.134652455699796 |
| 77 | 0.857775737363683 | 0.284448525272633 | 0.142224262636317 |
| 78 | 0.858902424619923 | 0.282195150760154 | 0.141097575380077 |
| 79 | 0.837965927882270 | 0.324068144235461 | 0.162034072117730 |
| 80 | 0.839412527803076 | 0.321174944393849 | 0.160587472196924 |
| 81 | 0.864451210677797 | 0.271097578644407 | 0.135548789322203 |
| 82 | 0.871865734753436 | 0.256268530493128 | 0.128134265246564 |
| 83 | 0.8648108034775 | 0.270378393044999 | 0.135189196522499 |
| 84 | 0.855131267577665 | 0.289737464844669 | 0.144868732422335 |
| 85 | 0.846216978955464 | 0.307566042089072 | 0.153783021044536 |
| 86 | 0.833426164083704 | 0.333147671832591 | 0.166573835916296 |
| 87 | 0.81894111729009 | 0.362117765419818 | 0.181058882709909 |
| 88 | 0.801010939386938 | 0.397978121226125 | 0.198989060613062 |
| 89 | 0.779706428539186 | 0.440587142921629 | 0.220293571460814 |
| 90 | 0.76388216190103 | 0.47223567619794 | 0.23611783809897 |
| 91 | 0.740620856656252 | 0.518758286687496 | 0.259379143343748 |
| 92 | 0.72288403202201 | 0.554231935955978 | 0.277115967977989 |
| 93 | 0.695231484777525 | 0.60953703044495 | 0.304768515222475 |
| 94 | 0.679072347693444 | 0.641855304613111 | 0.320927652306556 |
| 95 | 0.700539325603797 | 0.598921348792407 | 0.299460674396203 |
| 96 | 0.727243694238393 | 0.545512611523214 | 0.272756305761607 |
| 97 | 0.829815660819218 | 0.340368678361565 | 0.170184339180782 |
| 98 | 0.855867047218285 | 0.288265905563430 | 0.144132952781715 |
| 99 | 0.881249255556591 | 0.237501488886818 | 0.118750744443409 |
| 100 | 0.911634129406621 | 0.176731741186757 | 0.0883658705933786 |
| 101 | 0.940714299308367 | 0.118571401383266 | 0.0592857006916329 |
| 102 | 0.952933956867196 | 0.0941320862656078 | 0.0470660431328039 |
| 103 | 0.94527586117924 | 0.109448277641520 | 0.0547241388207601 |
| 104 | 0.948785033724855 | 0.102429932550291 | 0.0512149662751454 |
| 105 | 0.946826746212502 | 0.106346507574996 | 0.0531732537874982 |
| 106 | 0.935801425623983 | 0.128397148752034 | 0.0641985743760168 |
| 107 | 0.932904563171685 | 0.13419087365663 | 0.067095436828315 |
| 108 | 0.94784298135463 | 0.104314037290740 | 0.0521570186453699 |
| 109 | 0.967224275899714 | 0.0655514482005725 | 0.0327757241002862 |
| 110 | 0.982158862409947 | 0.0356822751801056 | 0.0178411375900528 |
| 111 | 0.99035839981855 | 0.0192832003628988 | 0.0096416001814494 |
| 112 | 0.991114244422763 | 0.0177715111544751 | 0.00888575557723753 |
| 113 | 0.991926533987366 | 0.0161469320252677 | 0.00807346601263386 |
| 114 | 0.994401236231817 | 0.0111975275363655 | 0.00559876376818273 |
| 115 | 0.994124444037273 | 0.0117511119254546 | 0.00587555596272728 |
| 116 | 0.992951191719527 | 0.0140976165609464 | 0.00704880828047319 |
| 117 | 0.9913580803608 | 0.0172838392783983 | 0.00864191963919916 |
| 118 | 0.98872641620994 | 0.0225471675801186 | 0.0112735837900593 |
| 119 | 0.985670975030938 | 0.0286580499381243 | 0.0143290249690621 |
| 120 | 0.981839307717423 | 0.0363213845651532 | 0.0181606922825766 |
| 121 | 0.977537920295113 | 0.0449241594097749 | 0.0224620797048874 |
| 122 | 0.974168471489927 | 0.0516630570201464 | 0.0258315285100732 |
| 123 | 0.972844865389503 | 0.054310269220995 | 0.0271551346104975 |
| 124 | 0.978360472932043 | 0.043279054135913 | 0.0216395270679565 |
| 125 | 0.98804941042682 | 0.0239011791463589 | 0.0119505895731795 |
| 126 | 0.996288825646322 | 0.00742234870735574 | 0.00371117435367787 |
| 127 | 0.995978515199297 | 0.00804296960140622 | 0.00402148480070311 |
| 128 | 0.995151652174814 | 0.00969669565037134 | 0.00484834782518567 |
| 129 | 0.994495533739703 | 0.0110089325205938 | 0.00550446626029688 |
| 130 | 0.994298674093204 | 0.0114026518135919 | 0.00570132590679593 |
| 131 | 0.994575773629114 | 0.0108484527417726 | 0.00542422637088629 |
| 132 | 0.993615283202744 | 0.0127694335945130 | 0.00638471679725652 |
| 133 | 0.991523029084595 | 0.0169539418308092 | 0.0084769709154046 |
| 134 | 0.988944882140195 | 0.0221102357196108 | 0.0110551178598054 |
| 135 | 0.985557797953932 | 0.0288844040921358 | 0.0144422020460679 |
| 136 | 0.981989661408099 | 0.0360206771838022 | 0.0180103385919011 |
| 137 | 0.981453979323313 | 0.0370920413533738 | 0.0185460206766869 |
| 138 | 0.979057964741858 | 0.041884070516284 | 0.020942035258142 |
| 139 | 0.979608531778838 | 0.0407829364423235 | 0.0203914682211617 |
| 140 | 0.985524518358477 | 0.0289509632830467 | 0.0144754816415234 |
| 141 | 0.99006705937215 | 0.0198658812557000 | 0.00993294062784999 |
| 142 | 0.99070163022823 | 0.0185967395435390 | 0.00929836977176949 |
| 143 | 0.989233485812087 | 0.0215330283758259 | 0.0107665141879129 |
| 144 | 0.986562610014756 | 0.0268747799704881 | 0.0134373899852441 |
| 145 | 0.982369396569098 | 0.0352612068618034 | 0.0176306034309017 |
| 146 | 0.978030561819929 | 0.043938876360142 | 0.021969438180071 |
| 147 | 0.977267472919817 | 0.0454650541603653 | 0.0227325270801827 |
| 148 | 0.97841313688384 | 0.0431737262323205 | 0.0215868631161603 |
| 149 | 0.979154682662613 | 0.0416906346747740 | 0.0208453173373870 |
| 150 | 0.97735256754931 | 0.04529486490138 | 0.02264743245069 |
| 151 | 0.981062166731108 | 0.0378756665377839 | 0.0189378332688920 |
| 152 | 0.991087246866025 | 0.017825506267949 | 0.0089127531339745 |
| 153 | 0.996293268319233 | 0.00741346336153452 | 0.00370673168076726 |
| 154 | 0.997641326972802 | 0.00471734605439698 | 0.00235867302719849 |
| 155 | 0.99729018835969 | 0.00541962328062015 | 0.00270981164031007 |
| 156 | 0.99637254950368 | 0.00725490099263925 | 0.00362745049631962 |
| 157 | 0.994969865704866 | 0.0100602685902688 | 0.00503013429513438 |
| 158 | 0.993071792608312 | 0.0138564147833763 | 0.00692820739168815 |
| 159 | 0.990733780971392 | 0.0185324380572164 | 0.0092662190286082 |
| 160 | 0.987534574483236 | 0.0249308510335278 | 0.0124654255167639 |
| 161 | 0.983132144205455 | 0.0337357115890899 | 0.0168678557945450 |
| 162 | 0.97749684662142 | 0.0450063067571593 | 0.0225031533785797 |
| 163 | 0.981490538510126 | 0.0370189229797477 | 0.0185094614898738 |
| 164 | 0.987577405910706 | 0.0248451881785885 | 0.0124225940892942 |
| 165 | 0.992389142881295 | 0.0152217142374103 | 0.00761085711870517 |
| 166 | 0.993352871089336 | 0.0132942578213289 | 0.00664712891066447 |
| 167 | 0.992676517738786 | 0.014646964522428 | 0.007323482261214 |
| 168 | 0.991898551010486 | 0.0162028979790288 | 0.0081014489895144 |
| 169 | 0.989426583962835 | 0.0211468320743304 | 0.0105734160371652 |
| 170 | 0.985878677877233 | 0.0282426442455337 | 0.0141213221227669 |
| 171 | 0.980480748320655 | 0.0390385033586898 | 0.0195192516793449 |
| 172 | 0.97332921913451 | 0.0533415617309785 | 0.0266707808654892 |
| 173 | 0.964221479937325 | 0.0715570401253502 | 0.0357785200626751 |
| 174 | 0.952970845051353 | 0.0940583098972943 | 0.0470291549486471 |
| 175 | 0.957072894126625 | 0.0858542117467509 | 0.0429271058733754 |
| 176 | 0.968357000226151 | 0.0632859995476979 | 0.0316429997738489 |
| 177 | 0.973776446632156 | 0.0524471067356885 | 0.0262235533678443 |
| 178 | 0.968478499857729 | 0.0630430002845421 | 0.0315215001422711 |
| 179 | 0.957435087708729 | 0.0851298245825426 | 0.0425649122912713 |
| 180 | 0.94350249603874 | 0.112995007922521 | 0.0564975039612606 |
| 181 | 0.928196455902927 | 0.143607088194146 | 0.071803544097073 |
| 182 | 0.910703192114179 | 0.178593615771643 | 0.0892968078858214 |
| 183 | 0.888469644224284 | 0.223060711551431 | 0.111530355775716 |
| 184 | 0.85782210520735 | 0.284355789585301 | 0.142177894792650 |
| 185 | 0.824512169389831 | 0.350975661220337 | 0.175487830610169 |
| 186 | 0.7969404952444 | 0.406119009511201 | 0.203059504755600 |
| 187 | 0.757723384815067 | 0.484553230369865 | 0.242276615184933 |
| 188 | 0.707926470891642 | 0.584147058216716 | 0.292073529108358 |
| 189 | 0.656057268720878 | 0.687885462558245 | 0.343942731279122 |
| 190 | 0.607471531810602 | 0.785056936378796 | 0.392528468189398 |
| 191 | 0.573395648353159 | 0.853208703293682 | 0.426604351646841 |
| 192 | 0.53336334560418 | 0.93327330879164 | 0.46663665439582 |
| 193 | 0.480157789350691 | 0.960315578701382 | 0.519842210649309 |
| 194 | 0.442422720445915 | 0.88484544089183 | 0.557577279554085 |
| 195 | 0.453576292015821 | 0.907152584031642 | 0.546423707984179 |
| 196 | 0.566187761413843 | 0.867624477172314 | 0.433812238586157 |
| 197 | 0.780505299328097 | 0.438989401343807 | 0.219494700671903 |
| 198 | 0.880582541328337 | 0.238834917343326 | 0.119417458671663 |
| 199 | 0.87038021549811 | 0.25923956900378 | 0.12961978450189 |
| 200 | 0.93884341167794 | 0.122313176644121 | 0.0611565883220606 |
| 201 | 0.980650993657963 | 0.0386980126840744 | 0.0193490063420372 |
| 202 | 0.98413332174336 | 0.0317333565132808 | 0.0158666782566404 |
| 203 | 0.976715682625749 | 0.0465686347485024 | 0.0232843173742512 |
| 204 | 0.972662298133314 | 0.0546754037333713 | 0.0273377018666856 |
| 205 | 0.945947523918826 | 0.108104952162348 | 0.0540524760811742 |
| 206 | 0.91211594814021 | 0.175768103719579 | 0.0878840518597895 |
| 207 | 0.85868920115578 | 0.282621597688438 | 0.141310798844219 |
| 208 | 0.78612324565489 | 0.42775350869022 | 0.21387675434511 |
| 209 | 0.695841315945763 | 0.608317368108474 | 0.304158684054237 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 27 | 0.131707317073171 | NOK |
| 5% type I error level | 107 | 0.521951219512195 | NOK |
| 10% type I error level | 126 | 0.614634146341463 | NOK |
