| Multiple Linear Regression - Estimated Regression Equation |
| total_tests[t] = + 84408.4383014919 + 0.0629857864666251pop[t] -0.256494156609584time_in_rfc[t] -0.417530925477775gender[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) | 84408.4383014919 | 9118.169899 | 9.2572 | 0 | 0 |
| pop | 0.0629857864666251 | 0.066008 | 0.9542 | 0.340786 | 0.170393 |
| time_in_rfc | -0.256494156609584 | 0.074346 | -3.45 | 0.000645 | 0.000323 |
| gender | -0.417530925477775 | 0.061705 | -6.7665 | 0 | 0 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.409548578670178 |
| R-squared | 0.167730038290763 |
| Adjusted R-squared | 0.158969301851719 |
| F-TEST (value) | 19.1456551007777 |
| F-TEST (DF numerator) | 3 |
| F-TEST (DF denominator) | 285 |
| p-value | 2.44221309841919e-11 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 84750.296696047 |
| Sum Squared Residuals | 2047044645169.37 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 2 | 30312.0252134344 | -30310.0252134344 |
| 2 | 0 | 53377.2622465512 | -53377.2622465512 |
| 3 | 179321 | 95525.6770049863 | 83795.3229950137 |
| 4 | 0 | 32975.1431896581 | -32975.1431896581 |
| 5 | 0 | -73241.6812286879 | 73241.6812286879 |
| 6 | 101645 | 75900.527126752 | 25744.472873248 |
| 7 | 0 | 46175.1628231107 | -46175.1628231107 |
| 8 | 0 | 41972.0885361372 | -41972.0885361372 |
| 9 | 0 | 99349.2291724428 | -99349.2291724428 |
| 10 | 133131 | 95326.5387032326 | 37804.4612967674 |
| 11 | 258873 | 84407.4753106519 | 174465.524689348 |
| 12 | 0 | 9218.46859182365 | -9218.46859182365 |
| 13 | 0 | 104865.902265909 | -104865.902265909 |
| 14 | 0 | 98956.305017895 | -98956.305017895 |
| 15 | 0 | 99322.271255835 | -99322.271255835 |
| 16 | 202925 | 92941.311751485 | 109983.688248515 |
| 17 | 0 | 29224.4899894098 | -29224.4899894098 |
| 18 | 0 | 106093.581599509 | -106093.581599509 |
| 19 | 132943 | 94104.1553412318 | 38838.8446587682 |
| 20 | 0 | 39592.3357511135 | -39592.3357511135 |
| 21 | 3 | 39671.5924455059 | -39668.5924455059 |
| 22 | 0 | 26556.6942665135 | -26556.6942665135 |
| 23 | 0 | 98494.236737365 | -98494.236737365 |
| 24 | 221698 | 92269.87871674 | 129428.12128326 |
| 25 | 0 | 30347.9343953598 | -30347.9343953598 |
| 26 | 260561 | 95132.7762200183 | 165428.223779982 |
| 27 | 294424 | 62644.1396306989 | 231779.860369301 |
| 28 | 101011 | 84407.4123248654 | 16603.5876751346 |
| 29 | 325107 | 29097.7818760446 | 296009.218123955 |
| 30 | 7176 | 84407.7318048085 | -77231.7318048085 |
| 31 | 0 | 14454.534970881 | -14454.534970881 |
| 32 | 0 | 91110.212336907 | -91110.212336907 |
| 33 | 0 | 90490.3458427092 | -90490.3458427092 |
| 34 | 0 | 101148.686352635 | -101148.686352635 |
| 35 | 149112 | 101393.388090474 | 47718.6119095264 |
| 36 | 175824 | 84409.4642781183 | 91414.5357218817 |
| 37 | 0 | 20580.1311785655 | -20580.1311785655 |
| 38 | 1 | 37784.9734795891 | -37783.9734795891 |
| 39 | 362301 | 54550.4665188834 | 307750.533481117 |
| 40 | 78800 | 84407.9882989651 | -5607.98829896512 |
| 41 | -4 | 37427.1731177843 | -37431.1731177843 |
| 42 | 0 | 13110.7874667325 | -13110.7874667325 |
| 43 | 1 | 23412.9463321955 | -23411.9463321955 |
| 44 | 0 | 78203.9401104938 | -78203.9401104938 |
| 45 | 65029 | 105147.322759842 | -40118.3227598415 |
| 46 | 218946 | 58477.6485507328 | 160468.351449267 |
| 47 | 244052 | 84407.9882989651 | 159644.011701035 |
| 48 | 341570 | 84407.9882989651 | 257162.011701035 |
| 49 | 103597 | 84408.5012872783 | 19188.4987127217 |
| 50 | 5 | -13013.2174783863 | 13018.2174783863 |
| 51 | 0 | 18627.0163781594 | -18627.0163781594 |
| 52 | 311473 | 97394.164013551 | 214078.835986449 |
| 53 | 0 | -14045.3539261674 | 14045.3539261674 |
| 54 | 207176 | 38768.1245685392 | 168407.875431461 |
| 55 | 1 | 2341.35633448591 | -2340.35633448591 |
| 56 | 1 | 11681.0426207118 | -11680.0426207118 |
| 57 | 2 | 47666.6763437955 | -47664.6763437955 |
| 58 | 0 | 36300.2332510295 | -36300.2332510295 |
| 59 | 119016 | 96229.6736913345 | 22786.3263086655 |
| 60 | 0 | 37676.4198586277 | -37676.4198586277 |
| 61 | 194979 | 89041.794174539 | 105937.205825461 |
| 62 | 0 | 14477.1446266433 | -14477.1446266433 |
| 63 | 0 | 24385.8625785089 | -24385.8625785089 |
| 64 | 4 | -30638.1984924337 | 30642.1984924337 |
| 65 | 0 | 22029.3159081978 | -22029.3159081978 |
| 66 | 135649 | 95934.5177449412 | 39714.4822550588 |
| 67 | 2 | 45344.2172130834 | -45342.2172130834 |
| 68 | 346485 | 53572.4542997311 | 292912.545700269 |
| 69 | 0 | 23536.6676618736 | -23536.6676618736 |
| 70 | 0 | 96584.9557151551 | -96584.9557151551 |
| 71 | 1 | 38245.3848287163 | -38244.3848287163 |
| 72 | -4 | 50914.1488606294 | -50918.1488606294 |
| 73 | 3 | 55523.9573006046 | -55520.9573006046 |
| 74 | 0 | 10930.6527149322 | -10930.6527149322 |
| 75 | 1 | 37611.3741383816 | -37610.3741383816 |
| 76 | 0 | -1065.38108848041 | 1065.38108848041 |
| 77 | 0 | 95875.9922536976 | -95875.9922536976 |
| 78 | 220516 | 93247.8590232073 | 127268.140976793 |
| 79 | 1 | -17076.5654593496 | 17077.5654593496 |
| 80 | 1 | 16448.9542303154 | -16447.9542303154 |
| 81 | 0 | 8161.67444985962 | -8161.67444985962 |
| 82 | 265318 | 99029.5763061247 | 166288.423693875 |
| 83 | 1 | 48678.6468846568 | -48677.6468846568 |
| 84 | 0 | -45376.4570430941 | 45376.4570430941 |
| 85 | 1 | 26681.863414939 | -26680.863414939 |
| 86 | 0 | 24820.0677894978 | -24820.0677894978 |
| 87 | 43287 | 93539.2358224126 | -50252.2358224126 |
| 88 | 164709 | 44458.4474329228 | 120250.552567077 |
| 89 | 0 | 92.3061962965356 | -92.3061962965356 |
| 90 | 1 | 7047.44779178652 | -7046.44779178652 |
| 91 | 0 | 58895.990520163 | -58895.990520163 |
| 92 | 133328 | 90244.5077671192 | 43083.4922328808 |
| 93 | 61361 | 84409.2707697482 | -23048.2707697482 |
| 94 | 0 | 31828.8318418622 | -31828.8318418622 |
| 95 | 0 | 90752.7472010713 | -90752.7472010713 |
| 96 | 0 | 64182.3580051576 | -64182.3580051576 |
| 97 | 101523 | 90833.6183789523 | 10689.3816210477 |
| 98 | 243511 | 84408.5012872783 | 159102.498712722 |
| 99 | 22938 | 84408.5012872783 | -61470.5012872783 |
| 100 | 0 | 67053.4108388692 | -67053.4108388692 |
| 101 | 0 | 94011.8766130475 | -94011.8766130475 |
| 102 | 0 | 46583.6074284422 | -46583.6074284422 |
| 103 | 3 | 50425.8794438325 | -50422.8794438325 |
| 104 | -3 | 2998.7319585497 | -3001.7319585497 |
| 105 | 0 | 79007.7927973082 | -79007.7927973082 |
| 106 | 22648 | 97612.585067985 | -74964.585067985 |
| 107 | 0 | 71292.1218085331 | -71292.1218085331 |
| 108 | 0 | 72430.256645212 | -72430.256645212 |
| 109 | 91735 | 92703.2839134169 | -968.283913416856 |
| 110 | 0 | 21631.3324345274 | -21631.3324345274 |
| 111 | 0 | 37084.3715891595 | -37084.3715891595 |
| 112 | 0 | 35818.0981234437 | -35818.0981234437 |
| 113 | 0 | 43557.7560552448 | -43557.7560552448 |
| 114 | 1 | 68452.8485294977 | -68451.8485294977 |
| 115 | 1 | -19834.2437655947 | 19835.2437655947 |
| 116 | 1 | 40163.5456442884 | -40162.5456442884 |
| 117 | 328107 | 91212.9376036233 | 236894.062396377 |
| 118 | 1 | -20216.29996796 | 20217.29996796 |
| 119 | 158015 | 106519.995373888 | 51495.0046261115 |
| 120 | 1 | 43128.5693290496 | -43127.5693290496 |
| 121 | 1 | -5926.00000111876 | 5927.00000111876 |
| 122 | 5 | -62403.4987066615 | 62408.4987066615 |
| 123 | 1 | 62809.4803107297 | -62808.4803107297 |
| 124 | 324598 | 91994.343821539 | 232603.656178461 |
| 125 | 131069 | 84407.5077822531 | 46661.4922177469 |
| 126 | 0 | -881.277870935236 | 881.277870935236 |
| 127 | 141722 | 41947.2715887325 | 99774.7284112675 |
| 128 | 1 | 54642.8674010494 | -54641.8674010494 |
| 129 | 299775 | 100157.17122503 | 199617.82877497 |
| 130 | 0 | 2639.8234094053 | -2639.8234094053 |
| 131 | 1 | 12066.6476874831 | -12065.6476874831 |
| 132 | 0 | 19133.8163600186 | -19133.8163600186 |
| 133 | 136084 | 57632.915242035 | 78451.084757965 |
| 134 | 1 | 33242.8203106486 | -33241.8203106486 |
| 135 | 1 | 90235.1391315626 | -90234.1391315626 |
| 136 | 1 | 98538.0397795499 | -98537.03977955 |
| 137 | 74408 | 92960.2938427912 | -18552.2938427912 |
| 138 | 0 | 50488.0324073073 | -50488.0324073073 |
| 139 | 181633 | 80640.6975840713 | 100992.302415929 |
| 140 | 271856 | 84406.5447914132 | 187449.455208587 |
| 141 | 7199 | 84408.8532388227 | -77209.8532388227 |
| 142 | 17547 | 72440.0664089497 | -54893.0664089497 |
| 143 | 95227 | 50199.9710776459 | 45027.0289223541 |
| 144 | 152601 | 84407.314273883 | 68193.685726117 |
| 145 | 0 | 59234.6257926742 | -59234.6257926742 |
| 146 | 59194 | 63986.2755012544 | -4792.27550125442 |
| 147 | 1 | 25978.0690341245 | -25977.0690341245 |
| 148 | -2 | 53985.2163835024 | -53987.2163835024 |
| 149 | 1 | 65714.7896226464 | -65713.7896226464 |
| 150 | 1 | 88531.758645312 | -88530.758645312 |
| 151 | 1 | 60636.6614762211 | -60635.6614762211 |
| 152 | 49289 | 64588.2672868171 | -15299.2672868171 |
| 153 | 1 | 49748.1894104687 | -49747.1894104687 |
| 154 | 1 | 91238.9949006515 | -91237.9949006515 |
| 155 | 1 | 71565.9543246055 | -71564.9543246055 |
| 156 | 1 | 13505.3483147663 | -13504.3483147663 |
| 157 | 1 | 50032.9933816931 | -50031.9933816931 |
| 158 | 1 | 53546.5607925244 | -53545.5607925244 |
| 159 | 1 | 92082.2953490263 | -92081.2953490263 |
| 160 | 0 | 53556.9827675004 | -53556.9827675004 |
| 161 | 1 | 69280.2194362885 | -69279.2194362885 |
| 162 | 60812 | 87778.7051333278 | -26966.7051333278 |
| 163 | 1 | 69948.2256774876 | -69947.2256774876 |
| 164 | 80949 | 88532.703432109 | -7583.70343210906 |
| 165 | 2 | 64837.0666187284 | -64835.0666187284 |
| 166 | 1 | 57729.8700332335 | -57728.8700332335 |
| 167 | 1 | 90588.84848979 | -90587.84848979 |
| 168 | 1 | 75751.6565937839 | -75750.6565937839 |
| 169 | 0 | 27850.1517323939 | -27850.1517323939 |
| 170 | 63123 | 65554.737268922 | -2431.73726892202 |
| 171 | 1 | 58832.8054839061 | -58831.8054839061 |
| 172 | 31774 | 89126.2814837706 | -57352.2814837705 |
| 173 | 81437 | 84407.7642764098 | -2970.76427640978 |
| 174 | 1 | 48005.3935244165 | -48004.3935244165 |
| 175 | 1 | 60112.5691559122 | -60111.5691559122 |
| 176 | 1 | 69876.9203019501 | -69875.9203019501 |
| 177 | 46455 | 94384.6498669367 | -47929.6498669367 |
| 178 | 1 | 65523.9579701289 | -65522.9579701289 |
| 179 | 1 | 48455.8465582393 | -48454.8465582393 |
| 180 | 1 | 48620.4800612441 | -48619.4800612441 |
| 181 | 0 | 66162.9551384679 | -66162.9551384679 |
| 182 | 84856 | 66312.1645133901 | 18543.8354866099 |
| 183 | 1 | 58108.1034568449 | -58107.1034568449 |
| 184 | 85709 | 89867.246275764 | -4158.24627576392 |
| 185 | 150580 | 75517.4832999514 | 75062.5167000486 |
| 186 | 99611 | 84409.1097329793 | 15201.8902670207 |
| 187 | 1 | 76329.4389160523 | -76328.4389160523 |
| 188 | 86230 | 90667.1073291143 | -4437.10732911433 |
| 189 | 0 | 71532.7806583771 | -71532.7806583771 |
| 190 | 1 | 76275.6800268894 | -76274.6800268894 |
| 191 | 62088 | 90064.2658158315 | -27976.2658158315 |
| 192 | 27634 | 74109.5868743215 | -46475.5868743215 |
| 193 | 37460 | 64660.598638981 | -27200.598638981 |
| 194 | 1 | 70517.5472477731 | -70516.5472477731 |
| 195 | 1 | 52335.473430115 | -52334.473430115 |
| 196 | 59382 | 88450.1336170621 | -29068.1336170621 |
| 197 | 119308 | 84407.7642764098 | 34900.2357235902 |
| 198 | 0 | 52382.724761339 | -52382.724761339 |
| 199 | 70344 | 57880.1756090067 | 12463.8243909933 |
| 200 | 104838 | 73273.6724179308 | 31564.3275820692 |
| 201 | 69304 | 68450.2998028876 | 853.700197112385 |
| 202 | 19764 | 70783.8836397216 | -51019.8836397216 |
| 203 | 1 | 48216.6641727082 | -48215.6641727082 |
| 204 | 1 | 89705.8578722674 | -89704.8578722674 |
| 205 | 1 | 52110.1755713754 | -52109.1755713754 |
| 206 | 1 | 73335.418616101 | -73334.418616101 |
| 207 | 50857 | 88450.632952343 | -37593.632952343 |
| 208 | 62792 | 69887.1800682145 | -7095.1800682145 |
| 209 | 0 | 65803.2801066767 | -65803.2801066767 |
| 210 | 0 | 97691.7465059574 | -97691.7465059574 |
| 211 | 176508 | 92028.584719797 | 84479.4152802029 |
| 212 | 4 | 9536.43819967832 | -9532.43819967832 |
| 213 | 52746 | 52812.2056195403 | -66.2056195403103 |
| 214 | 0 | -14478.7798728274 | 14478.7798728274 |
| 215 | 0 | 44057.7459184014 | -44057.7459184014 |
| 216 | 0 | 93797.1626179935 | -93797.1626179935 |
| 217 | 237213 | 94828.9282350925 | 142384.071764907 |
| 218 | 173326 | 84408.5012872783 | 88917.4987127217 |
| 219 | 1 | 28821.8767185644 | -28820.8767185644 |
| 220 | 4 | -23678.7930265702 | 23682.7930265702 |
| 221 | 324799 | 38218.2010967682 | 286580.798903232 |
| 222 | 230964 | 84408.5012872783 | 146555.498712722 |
| 223 | 236785 | 84408.6947956485 | 152376.305204352 |
| 224 | 135473 | 84408.5012872783 | 51064.4987127217 |
| 225 | 0 | -319.024751085539 | 319.024751085539 |
| 226 | 344297 | 97959.6413024269 | 246337.358697573 |
| 227 | 153935 | 84408.2447931217 | 69526.7552068783 |
| 228 | 0 | 28900.6244757001 | -28900.6244757001 |
| 229 | 0 | 95413.3103619299 | -95413.3103619299 |
| 230 | 0 | 95392.5951611353 | -95392.5951611353 |
| 231 | 223632 | 98614.7564674663 | 125017.243532534 |
| 232 | 124817 | 84408.757781435 | 40408.2422185651 |
| 233 | 0 | -8157.26982929335 | 8157.26982929335 |
| 234 | 170266 | 97683.763557703 | 72582.236442297 |
| 235 | 0 | -24383.8371719225 | 24383.8371719225 |
| 236 | 0 | -33178.1539623239 | 33178.1539623239 |
| 237 | 0 | 42233.4739312022 | -42233.4739312022 |
| 238 | 1 | -37751.4703083615 | 37752.4703083615 |
| 239 | 1 | 81412.4253376228 | -81411.4253376228 |
| 240 | 106408 | 41434.894314809 | 64973.105685191 |
| 241 | 96560 | 84408.1818073353 | 12151.8181926647 |
| 242 | 265769 | 84408.4383014918 | 181360.561698508 |
| 243 | 269651 | 84409.0142755915 | 185241.985724408 |
| 244 | 0 | 22149.3779842905 | -22149.3779842905 |
| 245 | 1 | 10996.2289171417 | -10995.2289171417 |
| 246 | 2 | 45197.9200864282 | -45195.9200864282 |
| 247 | 0 | 55766.6007727572 | -55766.6007727572 |
| 248 | 1 | -59531.3840990244 | 59532.3840990244 |
| 249 | 0 | 51507.1273454162 | -51507.1273454162 |
| 250 | 0 | 95947.025974926 | -95947.025974926 |
| 251 | 150629 | 101915.512954217 | 48713.4870457825 |
| 252 | 0 | 41109.4986874592 | -41109.4986874592 |
| 253 | 329267 | 85931.68201039 | 243335.31798961 |
| 254 | 0 | 57256.8827343841 | -57256.8827343841 |
| 255 | 1 | -640.61365374857 | 641.61365374857 |
| 256 | 1 | -17490.693151637 | 17491.693151637 |
| 257 | 1 | -58207.4739423787 | 58208.4739423787 |
| 258 | 0 | 41153.4870147708 | -41153.4870147708 |
| 259 | 0 | 24559.0820734636 | -24559.0820734636 |
| 260 | 206161 | 100561.642576139 | 105599.357423861 |
| 261 | 0 | -45641.29762142 | 45641.29762142 |
| 262 | 0 | 23927.1161729521 | -23927.1161729521 |
| 263 | -2 | 9113.67914279324 | -9115.67914279324 |
| 264 | -3 | 33993.3248064829 | -33996.3248064829 |
| 265 | 0 | 39730.8425956827 | -39730.8425956827 |
| 266 | 0 | 93430.065207839 | -93430.065207839 |
| 267 | 187681 | 96221.732931229 | 91459.267068771 |
| 268 | 0 | 34715.577674829 | -34715.577674829 |
| 269 | 73566 | 95883.431721106 | -22317.431721106 |
| 270 | 2 | 2998.73896854733 | -2996.73896854733 |
| 271 | 0 | 41448.7449992659 | -41448.7449992659 |
| 272 | 4 | 47535.8643239246 | -47531.8643239246 |
| 273 | 0 | 13732.1117714287 | -13732.1117714287 |
| 274 | 182999 | 99726.5185843886 | 83272.4814156114 |
| 275 | 0 | 27770.8487771437 | -27770.8487771437 |
| 276 | 0 | 94000.0190385648 | -94000.0190385648 |
| 277 | 1 | -52687.5501778707 | 52688.5501778707 |
| 278 | 193339 | 47014.1552093807 | 146324.844790619 |
| 279 | 80953 | 84407.9882989651 | -3454.98829896512 |
| 280 | 0 | 52917.2071869814 | -52917.2071869814 |
| 281 | 0 | 92635.107350938 | -92635.107350938 |
| 282 | 0 | 91499.821614352 | -91499.821614352 |
| 283 | 241066 | 102451.594084856 | 138614.405915144 |
| 284 | 3 | 46332.4891985001 | -46329.4891985001 |
| 285 | 182079 | 31900.7500194742 | 150178.249980526 |
| 286 | 140344 | 84407.9253131786 | 55936.0746868214 |
| 287 | 1 | -7663.74827537861 | 7664.74827537861 |
| 288 | -1 | 22064.551065041 | -22065.551065041 |
| 289 | -3 | 42659.7493700075 | -42662.7493700075 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 7 | 0.0933021230876507 | 0.186604246175301 | 0.90669787691235 |
| 8 | 0.0322230716444198 | 0.0644461432888397 | 0.96777692835558 |
| 9 | 0.287681047040352 | 0.575362094080703 | 0.712318952959649 |
| 10 | 0.216669156294626 | 0.433338312589252 | 0.783330843705374 |
| 11 | 0.40309003506053 | 0.80618007012106 | 0.59690996493947 |
| 12 | 0.367690799739737 | 0.735381599479473 | 0.632309200260263 |
| 13 | 0.307741226857707 | 0.615482453715414 | 0.692258773142293 |
| 14 | 0.275405705982745 | 0.55081141196549 | 0.724594294017255 |
| 15 | 0.23021912385415 | 0.460438247708299 | 0.76978087614585 |
| 16 | 0.291222414999963 | 0.582444829999926 | 0.708777585000037 |
| 17 | 0.238138773664446 | 0.476277547328893 | 0.761861226335554 |
| 18 | 0.181865177472108 | 0.363730354944216 | 0.818134822527892 |
| 19 | 0.143851725070301 | 0.287703450140603 | 0.856148274929699 |
| 20 | 0.103260902238541 | 0.206521804477082 | 0.89673909776146 |
| 21 | 0.0723151091829687 | 0.144630218365937 | 0.927684890817031 |
| 22 | 0.0556514950638093 | 0.111302990127619 | 0.94434850493619 |
| 23 | 0.0500901795430796 | 0.100180359086159 | 0.94990982045692 |
| 24 | 0.0806710949161272 | 0.161342189832254 | 0.919328905083873 |
| 25 | 0.0594457230702528 | 0.118891446140506 | 0.940554276929747 |
| 26 | 0.173146695093139 | 0.346293390186279 | 0.82685330490686 |
| 27 | 0.402808444131544 | 0.805616888263089 | 0.597191555868456 |
| 28 | 0.429375129901842 | 0.858750259803684 | 0.570624870098158 |
| 29 | 0.946031071051522 | 0.107937857896956 | 0.0539689289484779 |
| 30 | 0.967259764657717 | 0.065480470684565 | 0.0327402353422825 |
| 31 | 0.960896931753732 | 0.0782061364925367 | 0.0391030682462684 |
| 32 | 0.964662106749542 | 0.0706757865009164 | 0.0353378932504582 |
| 33 | 0.967256143306281 | 0.0654877133874373 | 0.0327438566937187 |
| 34 | 0.962067970446797 | 0.0758640591064065 | 0.0379320295532033 |
| 35 | 0.961909403758198 | 0.0761811924836041 | 0.0380905962418021 |
| 36 | 0.954733905081402 | 0.0905321898371959 | 0.045266094918598 |
| 37 | 0.946090721304461 | 0.107818557391078 | 0.0539092786955388 |
| 38 | 0.939490243793797 | 0.121019512412406 | 0.0605097562062031 |
| 39 | 0.995258991163843 | 0.00948201767231486 | 0.00474100883615743 |
| 40 | 0.993975963137247 | 0.0120480737255051 | 0.00602403686275254 |
| 41 | 0.99265540902897 | 0.0146891819420587 | 0.00734459097102934 |
| 42 | 0.990048350446138 | 0.0199032991077242 | 0.00995164955386208 |
| 43 | 0.98661736066969 | 0.0267652786606208 | 0.0133826393303104 |
| 44 | 0.988379226310418 | 0.0232415473791637 | 0.0116207736895818 |
| 45 | 0.98506594084717 | 0.0298681183056608 | 0.0149340591528304 |
| 46 | 0.98987249681008 | 0.0202550063798391 | 0.0101275031899195 |
| 47 | 0.992366782123892 | 0.015266435752216 | 0.00763321787610802 |
| 48 | 0.998357298737664 | 0.00328540252467188 | 0.00164270126233594 |
| 49 | 0.997864623503256 | 0.00427075299348773 | 0.00213537649674386 |
| 50 | 0.997027847284644 | 0.00594430543071281 | 0.00297215271535641 |
| 51 | 0.995984597432187 | 0.00803080513562646 | 0.00401540256781323 |
| 52 | 0.999262775189587 | 0.00147444962082697 | 0.000737224810413484 |
| 53 | 0.998950730229362 | 0.00209853954127571 | 0.00104926977063786 |
| 54 | 0.999452102689289 | 0.00109579462142245 | 0.000547897310711223 |
| 55 | 0.999231050479792 | 0.0015378990404159 | 0.00076894952020795 |
| 56 | 0.99895659826137 | 0.00208680347726023 | 0.00104340173863011 |
| 57 | 0.998837042924586 | 0.00232591415082847 | 0.00116295707541424 |
| 58 | 0.998554304585781 | 0.00289139082843715 | 0.00144569541421858 |
| 59 | 0.9980328557124 | 0.00393428857519942 | 0.00196714428759971 |
| 60 | 0.997584144120336 | 0.00483171175932714 | 0.00241585587966357 |
| 61 | 0.997465935344195 | 0.00506812931161046 | 0.00253406465580523 |
| 62 | 0.996708079005053 | 0.00658384198989444 | 0.00329192099494722 |
| 63 | 0.995905321357058 | 0.0081893572858836 | 0.0040946786429418 |
| 64 | 0.994780649332095 | 0.0104387013358091 | 0.00521935066790456 |
| 65 | 0.99323747454713 | 0.01352505090574 | 0.00676252545287 |
| 66 | 0.991518020203285 | 0.0169639595934308 | 0.00848197979671542 |
| 67 | 0.990361039699892 | 0.0192779206002158 | 0.00963896030010792 |
| 68 | 0.999249688572693 | 0.00150062285461321 | 0.000750311427306604 |
| 69 | 0.999044038143014 | 0.00191192371397223 | 0.000955961856986115 |
| 70 | 0.99912395852989 | 0.00175208294022036 | 0.00087604147011018 |
| 71 | 0.998876311504858 | 0.00224737699028408 | 0.00112368849514204 |
| 72 | 0.998768455172258 | 0.00246308965548353 | 0.00123154482774177 |
| 73 | 0.998700554403849 | 0.00259889119230219 | 0.0012994455961511 |
| 74 | 0.998236902505182 | 0.00352619498963663 | 0.00176309749481832 |
| 75 | 0.99777145123274 | 0.00445709753451836 | 0.00222854876725918 |
| 76 | 0.997032098401321 | 0.00593580319735742 | 0.00296790159867871 |
| 77 | 0.997277285758125 | 0.00544542848374923 | 0.00272271424187462 |
| 78 | 0.997850108334996 | 0.00429978333000784 | 0.00214989166500392 |
| 79 | 0.997169341436715 | 0.00566131712656917 | 0.00283065856328458 |
| 80 | 0.996390439610438 | 0.00721912077912403 | 0.00360956038956202 |
| 81 | 0.99532487697991 | 0.00935024604018101 | 0.00467512302009051 |
| 82 | 0.997887735575818 | 0.00422452884836405 | 0.00211226442418203 |
| 83 | 0.997710607274919 | 0.0045787854501626 | 0.0022893927250813 |
| 84 | 0.997323314213968 | 0.00535337157206409 | 0.00267668578603204 |
| 85 | 0.996582349678702 | 0.00683530064259567 | 0.00341765032129783 |
| 86 | 0.995630591598063 | 0.0087388168038734 | 0.0043694084019367 |
| 87 | 0.99502248828954 | 0.00995502342092167 | 0.00497751171046083 |
| 88 | 0.995824422644044 | 0.00835115471191235 | 0.00417557735595618 |
| 89 | 0.99459627832195 | 0.0108074433561021 | 0.00540372167805107 |
| 90 | 0.993547120574035 | 0.0129057588519293 | 0.00645287942596467 |
| 91 | 0.993281018516606 | 0.0134379629667874 | 0.00671898148339371 |
| 92 | 0.991697656746462 | 0.0166046865070758 | 0.00830234325353791 |
| 93 | 0.99061243978084 | 0.0187751204383188 | 0.0093875602191594 |
| 94 | 0.98892529482505 | 0.0221494103498991 | 0.0110747051749496 |
| 95 | 0.990098481652632 | 0.0198030366947369 | 0.00990151834736844 |
| 96 | 0.988858983376584 | 0.0222820332468325 | 0.0111410166234163 |
| 97 | 0.986060145108507 | 0.0278797097829862 | 0.0139398548914931 |
| 98 | 0.990687211937268 | 0.0186255761254639 | 0.00931278806273196 |
| 99 | 0.990908002669276 | 0.0181839946614471 | 0.00909199733072357 |
| 100 | 0.990973553028498 | 0.0180528939430049 | 0.00902644697150243 |
| 101 | 0.99172131258066 | 0.0165573748386786 | 0.00827868741933928 |
| 102 | 0.990382869042143 | 0.0192342619157148 | 0.0096171309578574 |
| 103 | 0.989200423210046 | 0.0215991535799081 | 0.010799576789954 |
| 104 | 0.986459129628042 | 0.0270817407439162 | 0.0135408703719581 |
| 105 | 0.987233752124618 | 0.0255324957507638 | 0.0127662478753819 |
| 106 | 0.986712780870027 | 0.0265744382599468 | 0.0132872191299734 |
| 107 | 0.986681317804 | 0.0266373643919998 | 0.0133186821959999 |
| 108 | 0.986570199277257 | 0.0268596014454851 | 0.0134298007227425 |
| 109 | 0.9833106570272 | 0.0333786859455997 | 0.0166893429727998 |
| 110 | 0.979683038778214 | 0.0406339224435713 | 0.0203169612217857 |
| 111 | 0.976173719808903 | 0.0476525603821931 | 0.0238262801910965 |
| 112 | 0.971928280423117 | 0.0561434391537651 | 0.0280717195768826 |
| 113 | 0.968118970039266 | 0.0637620599214676 | 0.0318810299607338 |
| 114 | 0.967033647511807 | 0.0659327049763856 | 0.0329663524881928 |
| 115 | 0.961688957279783 | 0.076622085440433 | 0.0383110427202165 |
| 116 | 0.956070889532088 | 0.0878582209358236 | 0.0439291104679118 |
| 117 | 0.988062708666834 | 0.0238745826663326 | 0.0119372913331663 |
| 118 | 0.985342857142356 | 0.0293142857152888 | 0.0146571428576444 |
| 119 | 0.983675540800792 | 0.0326489183984163 | 0.0163244591992082 |
| 120 | 0.981155522488436 | 0.0376889550231289 | 0.0188444775115644 |
| 121 | 0.97698056302442 | 0.0460388739511619 | 0.023019436975581 |
| 122 | 0.975111170928766 | 0.0497776581424688 | 0.0248888290712344 |
| 123 | 0.973227494244733 | 0.0535450115105341 | 0.026772505755267 |
| 124 | 0.993066732839127 | 0.0138665343217452 | 0.00693326716087261 |
| 125 | 0.991856650323395 | 0.0162866993532091 | 0.00814334967660454 |
| 126 | 0.989776433843842 | 0.0204471323123169 | 0.0102235661561584 |
| 127 | 0.990606018956973 | 0.0187879620860531 | 0.00939398104302657 |
| 128 | 0.989411517863955 | 0.0211769642720891 | 0.0105884821360445 |
| 129 | 0.996344376391961 | 0.00731124721607751 | 0.00365562360803876 |
| 130 | 0.99531198636785 | 0.00937602726429852 | 0.00468801363214926 |
| 131 | 0.994061924402845 | 0.01187615119431 | 0.00593807559715501 |
| 132 | 0.99255080793112 | 0.0148983841377581 | 0.00744919206887907 |
| 133 | 0.992310697457064 | 0.0153786050858711 | 0.00768930254293554 |
| 134 | 0.990655727833692 | 0.0186885443326164 | 0.00934427216630822 |
| 135 | 0.991151269722151 | 0.0176974605556972 | 0.00884873027784862 |
| 136 | 0.992019168943933 | 0.0159616621121338 | 0.0079808310560669 |
| 137 | 0.990123576442914 | 0.0197528471141726 | 0.00987642355708628 |
| 138 | 0.988704807852982 | 0.0225903842940363 | 0.0112951921470182 |
| 139 | 0.989810957828193 | 0.020378084343615 | 0.0101890421718075 |
| 140 | 0.99615507566093 | 0.00768984867814122 | 0.00384492433907061 |
| 141 | 0.996097561454882 | 0.00780487709023579 | 0.0039024385451179 |
| 142 | 0.995546776647278 | 0.0089064467054431 | 0.00445322335272155 |
| 143 | 0.994742587501101 | 0.0105148249977974 | 0.0052574124988987 |
| 144 | 0.99445934855262 | 0.0110813028947587 | 0.00554065144737936 |
| 145 | 0.99376577420285 | 0.0124684515942982 | 0.00623422579714911 |
| 146 | 0.9921742862143 | 0.0156514275713987 | 0.00782571378569935 |
| 147 | 0.990368229008077 | 0.0192635419838459 | 0.00963177099192297 |
| 148 | 0.989004126092714 | 0.0219917478145719 | 0.0109958739072859 |
| 149 | 0.98802187869359 | 0.0239562426128195 | 0.0119781213064097 |
| 150 | 0.98836678020929 | 0.0232664395814214 | 0.0116332197907107 |
| 151 | 0.987127726446261 | 0.0257445471074775 | 0.0128722735537388 |
| 152 | 0.984184243578084 | 0.0316315128438316 | 0.0158157564219158 |
| 153 | 0.981809930587044 | 0.0363801388259128 | 0.0181900694129564 |
| 154 | 0.982629808980555 | 0.0347403820388903 | 0.0173701910194452 |
| 155 | 0.981683327095175 | 0.0366333458096508 | 0.0183166729048254 |
| 156 | 0.977633867586848 | 0.0447322648263041 | 0.0223661324131521 |
| 157 | 0.974457657595018 | 0.0510846848099633 | 0.0255423424049817 |
| 158 | 0.971560104515602 | 0.0568797909687968 | 0.0284398954843984 |
| 159 | 0.9730775971429 | 0.0538448057142008 | 0.0269224028571004 |
| 160 | 0.969770848780273 | 0.0604583024394545 | 0.0302291512197273 |
| 161 | 0.96765246066922 | 0.0646950786615596 | 0.0323475393307798 |
| 162 | 0.961677397139572 | 0.0766452057208568 | 0.0383226028604284 |
| 163 | 0.95915903666434 | 0.0816819266713216 | 0.0408409633356608 |
| 164 | 0.95112980372172 | 0.0977403925565586 | 0.0488701962782793 |
| 165 | 0.947202179002477 | 0.105595641995046 | 0.0527978209975232 |
| 166 | 0.941904391262822 | 0.116191217474355 | 0.0580956087371777 |
| 167 | 0.94403330018792 | 0.11193339962416 | 0.05596669981208 |
| 168 | 0.942403056735501 | 0.115193886528998 | 0.0575969432644989 |
| 169 | 0.932795054423992 | 0.134409891152016 | 0.067204945576008 |
| 170 | 0.920811745921816 | 0.158376508156369 | 0.0791882540781843 |
| 171 | 0.913575377075087 | 0.172849245849825 | 0.0864246229249127 |
| 172 | 0.906354067116247 | 0.187291865767506 | 0.0936459328837531 |
| 173 | 0.891062503709022 | 0.217874992581955 | 0.108937496290978 |
| 174 | 0.879235110164244 | 0.241529779671512 | 0.120764889835756 |
| 175 | 0.870707619834669 | 0.258584760330662 | 0.129292380165331 |
| 176 | 0.864390898239519 | 0.271218203520962 | 0.135609101760481 |
| 177 | 0.853481567450166 | 0.293036865099667 | 0.146518432549834 |
| 178 | 0.845125130957595 | 0.309749738084809 | 0.154874869042405 |
| 179 | 0.831146505851168 | 0.337706988297664 | 0.168853494148832 |
| 180 | 0.816146345762894 | 0.367707308474212 | 0.183853654237106 |
| 181 | 0.808171104127588 | 0.383657791744823 | 0.191828895872412 |
| 182 | 0.784381018716342 | 0.431237962567316 | 0.215618981283658 |
| 183 | 0.77085286302445 | 0.458294273951101 | 0.22914713697555 |
| 184 | 0.743555814924717 | 0.512888370150566 | 0.256444185075283 |
| 185 | 0.737734806050542 | 0.524530387898917 | 0.262265193949459 |
| 186 | 0.709155109480004 | 0.581689781039992 | 0.290844890519996 |
| 187 | 0.702959027507826 | 0.594081944984347 | 0.297040972492174 |
| 188 | 0.671971932943656 | 0.656056134112687 | 0.328028067056344 |
| 189 | 0.662804197656773 | 0.674391604686453 | 0.337195802343227 |
| 190 | 0.657500069990342 | 0.684999860019316 | 0.342499930009658 |
| 191 | 0.629786532365714 | 0.740426935268573 | 0.370213467634286 |
| 192 | 0.606851356705914 | 0.786297286588171 | 0.393148643294086 |
| 193 | 0.576210515471289 | 0.847578969057421 | 0.423789484528711 |
| 194 | 0.567711202450321 | 0.864577595099357 | 0.432288797549679 |
| 195 | 0.548876485601285 | 0.90224702879743 | 0.451123514398715 |
| 196 | 0.519852227067309 | 0.960295545865382 | 0.480147772932691 |
| 197 | 0.488141605765367 | 0.976283211530734 | 0.511858394234633 |
| 198 | 0.468063946341134 | 0.936127892682267 | 0.531936053658867 |
| 199 | 0.432252104210382 | 0.864504208420765 | 0.567747895789618 |
| 200 | 0.400038133165378 | 0.800076266330755 | 0.599961866834622 |
| 201 | 0.365129986430948 | 0.730259972861897 | 0.634870013569052 |
| 202 | 0.345834720900186 | 0.691669441800372 | 0.654165279099814 |
| 203 | 0.325665139873806 | 0.651330279747612 | 0.674334860126194 |
| 204 | 0.339218214559392 | 0.678436429118784 | 0.660781785440608 |
| 205 | 0.323869811651586 | 0.647739623303171 | 0.676130188348414 |
| 206 | 0.324911896413417 | 0.649823792826833 | 0.675088103586583 |
| 207 | 0.304448887308615 | 0.60889777461723 | 0.695551112691385 |
| 208 | 0.274010722532286 | 0.548021445064571 | 0.725989277467714 |
| 209 | 0.267919137653248 | 0.535838275306496 | 0.732080862346752 |
| 210 | 0.300520158475623 | 0.601040316951247 | 0.699479841524377 |
| 211 | 0.288272347485979 | 0.576544694971958 | 0.711727652514021 |
| 212 | 0.258095909868545 | 0.516191819737089 | 0.741904090131456 |
| 213 | 0.228717842966384 | 0.457435685932767 | 0.771282157033616 |
| 214 | 0.201887567651531 | 0.403775135303061 | 0.79811243234847 |
| 215 | 0.187546320483824 | 0.375092640967647 | 0.812453679516176 |
| 216 | 0.212408258589499 | 0.424816517178999 | 0.7875917414105 |
| 217 | 0.240549122033358 | 0.481098244066716 | 0.759450877966642 |
| 218 | 0.232461290195564 | 0.464922580391128 | 0.767538709804436 |
| 219 | 0.209887555421863 | 0.419775110843726 | 0.790112444578137 |
| 220 | 0.183860840340691 | 0.367721680681382 | 0.816139159659309 |
| 221 | 0.54778363410466 | 0.904432731790679 | 0.45221636589534 |
| 222 | 0.60613068276654 | 0.78773863446692 | 0.39386931723346 |
| 223 | 0.678622788303988 | 0.642754423392023 | 0.321377211696012 |
| 224 | 0.651789027595026 | 0.696421944809949 | 0.348210972404975 |
| 225 | 0.61298915682939 | 0.77402168634122 | 0.38701084317061 |
| 226 | 0.82882746733768 | 0.342345065324641 | 0.17117253266232 |
| 227 | 0.819275958425257 | 0.361448083149487 | 0.180724041574743 |
| 228 | 0.79500821367097 | 0.409983572658058 | 0.204991786329029 |
| 229 | 0.819913578183753 | 0.360172843632494 | 0.180086421816247 |
| 230 | 0.848332297414983 | 0.303335405170034 | 0.151667702585017 |
| 231 | 0.86059380623869 | 0.27881238752262 | 0.13940619376131 |
| 232 | 0.839765188429348 | 0.320469623141303 | 0.160234811570652 |
| 233 | 0.811344871633138 | 0.377310256733725 | 0.188655128366862 |
| 234 | 0.793250944800254 | 0.413498110399493 | 0.206749055199746 |
| 235 | 0.761123910607484 | 0.477752178785032 | 0.238876089392516 |
| 236 | 0.727024143741133 | 0.545951712517734 | 0.272975856258867 |
| 237 | 0.701323873532896 | 0.597352252934209 | 0.298676126467104 |
| 238 | 0.662917798030733 | 0.674164403938535 | 0.337082201969267 |
| 239 | 0.66918019145762 | 0.66163961708476 | 0.33081980854238 |
| 240 | 0.657226279462463 | 0.685547441075073 | 0.342773720537537 |
| 241 | 0.613249753494837 | 0.773500493010325 | 0.386750246505163 |
| 242 | 0.760587055039665 | 0.478825889920671 | 0.239412944960335 |
| 243 | 0.905025481280427 | 0.189949037439147 | 0.0949745187195733 |
| 244 | 0.883337844175929 | 0.233324311648142 | 0.116662155824071 |
| 245 | 0.857290078907337 | 0.285419842185326 | 0.142709921092663 |
| 246 | 0.832317708946609 | 0.335364582106782 | 0.167682291053391 |
| 247 | 0.808218602972656 | 0.383562794054689 | 0.191781397027344 |
| 248 | 0.775655585527648 | 0.448688828944703 | 0.224344414472352 |
| 249 | 0.746468857233922 | 0.507062285532155 | 0.253531142766078 |
| 250 | 0.78259883296945 | 0.434802334061102 | 0.217401167030551 |
| 251 | 0.743818959576813 | 0.512362080846374 | 0.256181040423187 |
| 252 | 0.706624932144943 | 0.586750135710115 | 0.293375067855057 |
| 253 | 0.974852113369037 | 0.0502957732619269 | 0.0251478866309634 |
| 254 | 0.96653607847878 | 0.0669278430424394 | 0.0334639215212197 |
| 255 | 0.956266960975254 | 0.0874660780494913 | 0.0437330390247457 |
| 256 | 0.94118741581091 | 0.117625168378179 | 0.0588125841890895 |
| 257 | 0.927349941669794 | 0.145300116660412 | 0.0726500583302059 |
| 258 | 0.9053014275692 | 0.1893971448616 | 0.0946985724308 |
| 259 | 0.87999950251008 | 0.24000099497984 | 0.12000049748992 |
| 260 | 0.87763811121776 | 0.244723777564481 | 0.12236188878224 |
| 261 | 0.851181243881533 | 0.297637512236933 | 0.148818756118467 |
| 262 | 0.816181537448084 | 0.367636925103831 | 0.183818462551916 |
| 263 | 0.788595371133932 | 0.422809257732137 | 0.211404628866068 |
| 264 | 0.747085174444185 | 0.50582965111163 | 0.252914825555815 |
| 265 | 0.702992524715558 | 0.594014950568884 | 0.297007475284442 |
| 266 | 0.725537790483286 | 0.548924419033429 | 0.274462209516714 |
| 267 | 0.71694713555501 | 0.56610572888998 | 0.28305286444499 |
| 268 | 0.654439068481179 | 0.691121863037641 | 0.345560931518821 |
| 269 | 0.596123678191407 | 0.807752643617185 | 0.403876321808593 |
| 270 | 0.521093224953602 | 0.957813550092797 | 0.478906775046399 |
| 271 | 0.462834002385239 | 0.925668004770478 | 0.537165997614761 |
| 272 | 0.407447356823827 | 0.814894713647654 | 0.592552643176173 |
| 273 | 0.366205517441112 | 0.732411034882223 | 0.633794482558888 |
| 274 | 0.322039872882103 | 0.644079745764205 | 0.677960127117897 |
| 275 | 0.248814763224991 | 0.497629526449981 | 0.75118523677501 |
| 276 | 0.259330487486096 | 0.518660974972192 | 0.740669512513904 |
| 277 | 0.188412879711559 | 0.376825759423118 | 0.81158712028844 |
| 278 | 0.294064909941083 | 0.588129819882166 | 0.705935090058917 |
| 279 | 0.226824342821797 | 0.453648685643594 | 0.773175657178203 |
| 280 | 0.158252103031319 | 0.316504206062639 | 0.84174789696868 |
| 281 | 0.168782482490333 | 0.337564964980665 | 0.831217517509667 |
| 282 | 0.273603168823116 | 0.547206337646232 | 0.726396831176884 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 43 | 0.155797101449275 | NOK |
| 5% type I error level | 112 | 0.405797101449275 | NOK |
| 10% type I error level | 137 | 0.496376811594203 | NOK |
