| Multiple Linear Regression - Estimated Regression Equation |
| Learning[t] = + 1.94933 + 0.653493Pop[t] + 0.0305177Gender[t] + 0.0700025Connected[t] + 0.0563925Separate[t] + 0.623309Software[t] + 0.076475Happiness[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) | 1.94933 | 1.24627 | 1.564 | 0.118911 | 0.0594553 |
| Pop | 0.653493 | 0.248484 | 2.63 | 0.0090113 | 0.00450565 |
| Gender | 0.0305177 | 0.234546 | 0.1301 | 0.896569 | 0.448285 |
| Connected | 0.0700025 | 0.0328795 | 2.129 | 0.0341188 | 0.0170594 |
| Separate | 0.0563925 | 0.034285 | 1.645 | 0.101126 | 0.0505631 |
| Software | 0.623309 | 0.0516722 | 12.06 | 2.79257e-27 | 1.39628e-27 |
| Happiness | 0.076475 | 0.0476151 | 1.606 | 0.109373 | 0.0546867 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.697111 |
| R-squared | 0.485963 |
| Adjusted R-squared | 0.474987 |
| F-TEST (value) | 44.2756 |
| F-TEST (DF numerator) | 6 |
| F-TEST (DF denominator) | 281 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 1.89915 |
| Sum Squared Residuals | 1013.51 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 13 | 16.1967 | -3.19672 |
| 2 | 16 | 15.401 | 0.599048 |
| 3 | 19 | 16.898 | 2.10198 |
| 4 | 15 | 11.2914 | 3.70859 |
| 5 | 14 | 16.4266 | -2.42657 |
| 6 | 13 | 14.3285 | -1.32845 |
| 7 | 19 | 15.662 | 3.33803 |
| 8 | 15 | 16.8405 | -1.84054 |
| 9 | 14 | 15.754 | -1.75401 |
| 10 | 15 | 14.1233 | 0.876742 |
| 11 | 16 | 14.5443 | 1.45575 |
| 12 | 16 | 16.0035 | -0.00351307 |
| 13 | 16 | 15.4811 | 0.518882 |
| 14 | 16 | 15.5864 | 0.413644 |
| 15 | 17 | 17.7561 | -0.756135 |
| 16 | 15 | 15.2542 | -0.254218 |
| 17 | 15 | 14.2312 | 0.768783 |
| 18 | 20 | 16.2161 | 3.78386 |
| 19 | 18 | 15.4029 | 2.59711 |
| 20 | 16 | 15.3813 | 0.618707 |
| 21 | 16 | 14.9368 | 1.06319 |
| 22 | 16 | 14.8725 | 1.12748 |
| 23 | 19 | 16.68 | 2.31998 |
| 24 | 16 | 15.1968 | 0.803156 |
| 25 | 17 | 15.9173 | 1.08273 |
| 26 | 17 | 16.0993 | 0.9007 |
| 27 | 16 | 14.5533 | 1.44666 |
| 28 | 15 | 16.8269 | -1.82693 |
| 29 | 16 | 15.4312 | 0.568787 |
| 30 | 14 | 13.9182 | 0.0818206 |
| 31 | 15 | 15.2549 | -0.254898 |
| 32 | 12 | 12.2781 | -0.278101 |
| 33 | 14 | 14.5048 | -0.50477 |
| 34 | 16 | 15.7268 | 0.273215 |
| 35 | 14 | 15.225 | -1.22505 |
| 36 | 10 | 12.2906 | -2.29062 |
| 37 | 10 | 12.6791 | -2.67912 |
| 38 | 14 | 15.6107 | -1.6107 |
| 39 | 16 | 13.9447 | 2.05525 |
| 40 | 16 | 14.1411 | 1.85887 |
| 41 | 16 | 14.3777 | 1.62231 |
| 42 | 14 | 15.5777 | -1.57769 |
| 43 | 20 | 17.6407 | 2.35928 |
| 44 | 14 | 14.0647 | -0.064657 |
| 45 | 14 | 14.2526 | -0.252645 |
| 46 | 11 | 15.5181 | -4.51811 |
| 47 | 14 | 16.7429 | -2.74289 |
| 48 | 15 | 14.8643 | 0.135704 |
| 49 | 16 | 15.4528 | 0.547176 |
| 50 | 14 | 15.5414 | -1.54137 |
| 51 | 16 | 16.9663 | -0.966266 |
| 52 | 14 | 13.8384 | 0.161578 |
| 53 | 12 | 15.0248 | -3.02479 |
| 54 | 16 | 16.1771 | -0.177062 |
| 55 | 9 | 10.6817 | -1.68171 |
| 56 | 14 | 12.0842 | 1.91585 |
| 57 | 16 | 15.9841 | 0.0159044 |
| 58 | 16 | 15.2076 | 0.792405 |
| 59 | 15 | 14.9971 | 0.00285141 |
| 60 | 16 | 14.1516 | 1.84843 |
| 61 | 12 | 11.2569 | 0.743145 |
| 62 | 16 | 15.6542 | 0.34585 |
| 63 | 16 | 16.5547 | -0.554718 |
| 64 | 14 | 14.7042 | -0.704209 |
| 65 | 16 | 15.3884 | 0.61157 |
| 66 | 17 | 16.0072 | 0.992796 |
| 67 | 18 | 16.6947 | 1.30528 |
| 68 | 18 | 13.9996 | 4.0004 |
| 69 | 12 | 16.246 | -4.24598 |
| 70 | 16 | 15.7663 | 0.23373 |
| 71 | 10 | 13.3502 | -3.35017 |
| 72 | 14 | 15.0263 | -1.02634 |
| 73 | 18 | 17.0862 | 0.913812 |
| 74 | 18 | 17.4485 | 0.551534 |
| 75 | 16 | 14.9794 | 1.02061 |
| 76 | 17 | 13.5827 | 3.4173 |
| 77 | 16 | 16.7131 | -0.713052 |
| 78 | 16 | 14.6122 | 1.38783 |
| 79 | 13 | 14.9379 | -1.9379 |
| 80 | 16 | 15.1894 | 0.8106 |
| 81 | 16 | 15.5699 | 0.430127 |
| 82 | 16 | 15.7968 | 0.203212 |
| 83 | 15 | 15.7572 | -0.75718 |
| 84 | 15 | 14.7943 | 0.205706 |
| 85 | 16 | 13.9953 | 2.00467 |
| 86 | 14 | 14.2191 | -0.219135 |
| 87 | 16 | 15.4111 | 0.58887 |
| 88 | 16 | 14.9419 | 1.05814 |
| 89 | 15 | 14.8194 | 0.180587 |
| 90 | 12 | 13.7434 | -1.74341 |
| 91 | 17 | 17.3018 | -0.301805 |
| 92 | 16 | 16.0224 | -0.0223577 |
| 93 | 15 | 15.0028 | -0.00277298 |
| 94 | 13 | 14.8291 | -1.82908 |
| 95 | 16 | 14.8503 | 1.14974 |
| 96 | 16 | 16.2179 | -0.217892 |
| 97 | 16 | 13.512 | 2.48797 |
| 98 | 16 | 15.89 | 0.109952 |
| 99 | 14 | 14.2533 | -0.253252 |
| 100 | 16 | 17.35 | -1.34997 |
| 101 | 16 | 14.9408 | 1.05924 |
| 102 | 20 | 17.8132 | 2.18681 |
| 103 | 15 | 14.1195 | 0.880479 |
| 104 | 16 | 15.1463 | 0.853741 |
| 105 | 13 | 15.3755 | -2.37547 |
| 106 | 17 | 15.9705 | 1.02951 |
| 107 | 16 | 16.2991 | -0.29907 |
| 108 | 16 | 14.7178 | 1.2822 |
| 109 | 12 | 13.1398 | -1.13985 |
| 110 | 16 | 15.2776 | 0.722402 |
| 111 | 16 | 16.2319 | -0.231926 |
| 112 | 17 | 15.0361 | 1.96391 |
| 113 | 12 | 14.7504 | -2.75042 |
| 114 | 18 | 16.3241 | 1.6759 |
| 115 | 14 | 16.3728 | -2.37279 |
| 116 | 14 | 13.3263 | 0.673749 |
| 117 | 13 | 14.8442 | -1.84421 |
| 118 | 16 | 15.8739 | 0.126072 |
| 119 | 13 | 14.7735 | -1.77353 |
| 120 | 16 | 15.4997 | 0.500313 |
| 121 | 13 | 16.1196 | -3.11958 |
| 122 | 16 | 17.2398 | -1.2398 |
| 123 | 15 | 16.1517 | -1.15174 |
| 124 | 16 | 17.0082 | -1.00819 |
| 125 | 15 | 14.6706 | 0.32935 |
| 126 | 17 | 16.0692 | 0.930763 |
| 127 | 15 | 14.0364 | 0.963637 |
| 128 | 12 | 14.9479 | -2.94791 |
| 129 | 16 | 13.9311 | 2.06888 |
| 130 | 10 | 13.9121 | -3.91213 |
| 131 | 16 | 13.6536 | 2.34644 |
| 132 | 12 | 14.1882 | -2.18819 |
| 133 | 14 | 15.9627 | -1.96267 |
| 134 | 15 | 15.2121 | -0.212115 |
| 135 | 13 | 12.2545 | 0.745462 |
| 136 | 15 | 14.8837 | 0.116301 |
| 137 | 11 | 13.7815 | -2.78147 |
| 138 | 12 | 13.1344 | -1.13437 |
| 139 | 11 | 13.3506 | -2.3506 |
| 140 | 16 | 12.9244 | 3.07563 |
| 141 | 15 | 13.6228 | 1.37719 |
| 142 | 17 | 17.1274 | -0.127443 |
| 143 | 16 | 14.0735 | 1.92654 |
| 144 | 10 | 13.3917 | -3.39168 |
| 145 | 18 | 15.7226 | 2.27736 |
| 146 | 13 | 15.474 | -2.47398 |
| 147 | 16 | 14.9885 | 1.01152 |
| 148 | 13 | 13.1555 | -0.15553 |
| 149 | 10 | 13.0795 | -3.07951 |
| 150 | 15 | 16.7572 | -1.75716 |
| 151 | 16 | 13.9592 | 2.04079 |
| 152 | 16 | 11.9403 | 4.05971 |
| 153 | 14 | 12.8855 | 1.11447 |
| 154 | 10 | 12.6722 | -2.67224 |
| 155 | 13 | 11.7705 | 1.22955 |
| 156 | 15 | 14.0364 | 0.963637 |
| 157 | 16 | 14.6686 | 1.33144 |
| 158 | 12 | 12.9205 | -0.920511 |
| 159 | 13 | 12.3034 | 0.696554 |
| 160 | 12 | 11.6427 | 0.357262 |
| 161 | 17 | 16.4203 | 0.579692 |
| 162 | 15 | 13.5571 | 1.44292 |
| 163 | 10 | 11.1489 | -1.14887 |
| 164 | 14 | 13.8374 | 0.16259 |
| 165 | 11 | 13.6071 | -2.60714 |
| 166 | 13 | 14.6708 | -1.67083 |
| 167 | 16 | 14.0939 | 1.90609 |
| 168 | 12 | 10.2454 | 1.75464 |
| 169 | 16 | 15.2898 | 0.710228 |
| 170 | 12 | 13.7145 | -1.71454 |
| 171 | 9 | 10.7771 | -1.77707 |
| 172 | 12 | 14.7822 | -2.78224 |
| 173 | 15 | 14.0137 | 0.986275 |
| 174 | 12 | 12.1056 | -0.105643 |
| 175 | 12 | 12.2687 | -0.268665 |
| 176 | 14 | 13.3548 | 0.645213 |
| 177 | 12 | 13.1775 | -1.17747 |
| 178 | 16 | 15.0804 | 0.91957 |
| 179 | 11 | 10.8252 | 0.174775 |
| 180 | 19 | 16.6463 | 2.3537 |
| 181 | 15 | 14.9643 | 0.0356528 |
| 182 | 8 | 13.8022 | -5.8022 |
| 183 | 16 | 14.7239 | 1.27606 |
| 184 | 17 | 14.3138 | 2.68618 |
| 185 | 12 | 11.9684 | 0.0315955 |
| 186 | 11 | 10.8457 | 0.154269 |
| 187 | 11 | 10.1773 | 0.822687 |
| 188 | 14 | 14.571 | -0.570995 |
| 189 | 16 | 15.446 | 0.553995 |
| 190 | 12 | 9.09794 | 2.90206 |
| 191 | 16 | 14.2141 | 1.78591 |
| 192 | 13 | 13.4047 | -0.404707 |
| 193 | 15 | 15.0797 | -0.0797495 |
| 194 | 16 | 12.7885 | 3.21146 |
| 195 | 16 | 14.9268 | 1.07319 |
| 196 | 14 | 12.3419 | 1.65805 |
| 197 | 16 | 13.9092 | 2.09083 |
| 198 | 14 | 12.7014 | 1.29862 |
| 199 | 11 | 12.9874 | -1.98744 |
| 200 | 12 | 14.6079 | -2.60786 |
| 201 | 15 | 12.3409 | 2.65912 |
| 202 | 15 | 14.3936 | 0.606409 |
| 203 | 16 | 14.4435 | 1.55649 |
| 204 | 16 | 15.1329 | 0.86714 |
| 205 | 11 | 13.5576 | -2.55764 |
| 206 | 15 | 13.6471 | 1.35294 |
| 207 | 12 | 14.3889 | -2.38887 |
| 208 | 12 | 16.004 | -4.00401 |
| 209 | 15 | 14.0863 | 0.913655 |
| 210 | 15 | 11.6052 | 3.39481 |
| 211 | 16 | 14.7246 | 1.27539 |
| 212 | 14 | 12.6994 | 1.30057 |
| 213 | 17 | 14.4201 | 2.57985 |
| 214 | 14 | 13.931 | 0.0689658 |
| 215 | 13 | 12.0414 | 0.958567 |
| 216 | 15 | 15.3261 | -0.326082 |
| 217 | 13 | 14.5813 | -1.58131 |
| 218 | 14 | 14.0962 | -0.096249 |
| 219 | 15 | 14.339 | 0.661048 |
| 220 | 12 | 12.6809 | -0.680877 |
| 221 | 8 | 11.2135 | -3.21352 |
| 222 | 14 | 13.6101 | 0.389914 |
| 223 | 14 | 12.7042 | 1.29576 |
| 224 | 11 | 12.412 | -1.41195 |
| 225 | 12 | 12.7542 | -0.754162 |
| 226 | 13 | 10.8622 | 2.13778 |
| 227 | 10 | 13.3237 | -3.3237 |
| 228 | 16 | 10.9937 | 5.00626 |
| 229 | 18 | 16.4314 | 1.56859 |
| 230 | 13 | 13.6212 | -0.621187 |
| 231 | 11 | 13.2919 | -2.29191 |
| 232 | 4 | 10.8888 | -6.88876 |
| 233 | 13 | 14.4659 | -1.4659 |
| 234 | 16 | 14.0025 | 1.99745 |
| 235 | 10 | 11.4356 | -1.43559 |
| 236 | 12 | 11.5481 | 0.451867 |
| 237 | 12 | 13.8414 | -1.84136 |
| 238 | 10 | 8.27602 | 1.72398 |
| 239 | 13 | 10.9179 | 2.08207 |
| 240 | 12 | 11.7808 | 0.21916 |
| 241 | 14 | 12.7671 | 1.23289 |
| 242 | 10 | 12.9849 | -2.98493 |
| 243 | 12 | 10.2454 | 1.75464 |
| 244 | 12 | 11.1052 | 0.894765 |
| 245 | 11 | 11.547 | -0.547044 |
| 246 | 10 | 11.4213 | -1.42131 |
| 247 | 12 | 11.1513 | 0.848685 |
| 248 | 16 | 12.6984 | 3.30155 |
| 249 | 12 | 13.5512 | -1.55117 |
| 250 | 14 | 13.9645 | 0.0355296 |
| 251 | 16 | 14.6539 | 1.34607 |
| 252 | 14 | 11.6292 | 2.37076 |
| 253 | 13 | 14.4908 | -1.49081 |
| 254 | 4 | 8.75639 | -4.75639 |
| 255 | 15 | 13.4887 | 1.51126 |
| 256 | 11 | 15.0992 | -4.09917 |
| 257 | 11 | 11.6781 | -0.678052 |
| 258 | 14 | 12.4644 | 1.5356 |
| 259 | 15 | 14.6183 | 0.381718 |
| 260 | 14 | 11.9721 | 2.02789 |
| 261 | 13 | 12.7926 | 0.207442 |
| 262 | 11 | 12.2546 | -1.25463 |
| 263 | 15 | 13.7846 | 1.21544 |
| 264 | 11 | 11.2831 | -0.283063 |
| 265 | 13 | 11.654 | 1.34598 |
| 266 | 13 | 11.5832 | 1.41683 |
| 267 | 16 | 13.5117 | 2.48832 |
| 268 | 13 | 12.2236 | 0.776445 |
| 269 | 16 | 14.934 | 1.06605 |
| 270 | 16 | 15.8344 | 0.165602 |
| 271 | 12 | 11.4402 | 0.559841 |
| 272 | 7 | 10.8123 | -3.8123 |
| 273 | 16 | 13.9146 | 2.08545 |
| 274 | 5 | 9.20467 | -4.20467 |
| 275 | 16 | 13.1463 | 2.85371 |
| 276 | 4 | 8.64173 | -4.64173 |
| 277 | 12 | 13.3401 | -1.34007 |
| 278 | 15 | 14.131 | 0.868969 |
| 279 | 14 | 14.8341 | -0.834112 |
| 280 | 11 | 13.0206 | -2.02056 |
| 281 | 16 | 14.9844 | 1.01557 |
| 282 | 15 | 13.6374 | 1.36259 |
| 283 | 12 | 12.0787 | -0.0787396 |
| 284 | 6 | 8.99808 | -2.99808 |
| 285 | 16 | 14.5182 | 1.48178 |
| 286 | 10 | 13.3329 | -3.33293 |
| 287 | 15 | 16.0797 | -1.07973 |
| 288 | 14 | 14.4912 | -0.491237 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 10 | 0.814086 | 0.371827 | 0.185914 |
| 11 | 0.761229 | 0.477541 | 0.238771 |
| 12 | 0.784145 | 0.431711 | 0.215855 |
| 13 | 0.719161 | 0.561677 | 0.280839 |
| 14 | 0.712412 | 0.575176 | 0.287588 |
| 15 | 0.669045 | 0.661911 | 0.330955 |
| 16 | 0.6126 | 0.774799 | 0.3874 |
| 17 | 0.524823 | 0.950354 | 0.475177 |
| 18 | 0.855741 | 0.288518 | 0.144259 |
| 19 | 0.849999 | 0.300002 | 0.150001 |
| 20 | 0.802003 | 0.395994 | 0.197997 |
| 21 | 0.745898 | 0.508204 | 0.254102 |
| 22 | 0.684099 | 0.631802 | 0.315901 |
| 23 | 0.703792 | 0.592416 | 0.296208 |
| 24 | 0.640616 | 0.718769 | 0.359384 |
| 25 | 0.577483 | 0.845034 | 0.422517 |
| 26 | 0.51084 | 0.97832 | 0.48916 |
| 27 | 0.447186 | 0.894372 | 0.552814 |
| 28 | 0.430403 | 0.860805 | 0.569597 |
| 29 | 0.369874 | 0.739748 | 0.630126 |
| 30 | 0.35628 | 0.71256 | 0.64372 |
| 31 | 0.300857 | 0.601714 | 0.699143 |
| 32 | 0.285203 | 0.570406 | 0.714797 |
| 33 | 0.25184 | 0.50368 | 0.74816 |
| 34 | 0.20705 | 0.414099 | 0.79295 |
| 35 | 0.205932 | 0.411864 | 0.794068 |
| 36 | 0.294192 | 0.588383 | 0.705808 |
| 37 | 0.381723 | 0.763446 | 0.618277 |
| 38 | 0.38399 | 0.76798 | 0.61601 |
| 39 | 0.412445 | 0.824889 | 0.587555 |
| 40 | 0.391694 | 0.783387 | 0.608306 |
| 41 | 0.357992 | 0.715983 | 0.642008 |
| 42 | 0.344928 | 0.689855 | 0.655072 |
| 43 | 0.357908 | 0.715816 | 0.642092 |
| 44 | 0.317195 | 0.634391 | 0.682805 |
| 45 | 0.281112 | 0.562224 | 0.718888 |
| 46 | 0.516421 | 0.967158 | 0.483579 |
| 47 | 0.567874 | 0.864252 | 0.432126 |
| 48 | 0.521401 | 0.957197 | 0.478599 |
| 49 | 0.477155 | 0.954311 | 0.522845 |
| 50 | 0.480679 | 0.961358 | 0.519321 |
| 51 | 0.438574 | 0.877148 | 0.561426 |
| 52 | 0.393325 | 0.78665 | 0.606675 |
| 53 | 0.446961 | 0.893923 | 0.553039 |
| 54 | 0.404471 | 0.808943 | 0.595529 |
| 55 | 0.406475 | 0.81295 | 0.593525 |
| 56 | 0.390813 | 0.781625 | 0.609187 |
| 57 | 0.349517 | 0.699033 | 0.650483 |
| 58 | 0.326712 | 0.653424 | 0.673288 |
| 59 | 0.287653 | 0.575307 | 0.712347 |
| 60 | 0.289704 | 0.579409 | 0.710296 |
| 61 | 0.260293 | 0.520586 | 0.739707 |
| 62 | 0.226681 | 0.453362 | 0.773319 |
| 63 | 0.195969 | 0.391938 | 0.804031 |
| 64 | 0.169448 | 0.338896 | 0.830552 |
| 65 | 0.146351 | 0.292702 | 0.853649 |
| 66 | 0.134139 | 0.268277 | 0.865861 |
| 67 | 0.127504 | 0.255008 | 0.872496 |
| 68 | 0.218035 | 0.436071 | 0.781965 |
| 69 | 0.342189 | 0.684377 | 0.657811 |
| 70 | 0.306236 | 0.612472 | 0.693764 |
| 71 | 0.390194 | 0.780388 | 0.609806 |
| 72 | 0.356334 | 0.712668 | 0.643666 |
| 73 | 0.338885 | 0.67777 | 0.661115 |
| 74 | 0.311393 | 0.622786 | 0.688607 |
| 75 | 0.280709 | 0.561418 | 0.719291 |
| 76 | 0.335688 | 0.671375 | 0.664312 |
| 77 | 0.30357 | 0.60714 | 0.69643 |
| 78 | 0.281518 | 0.563036 | 0.718482 |
| 79 | 0.285127 | 0.570254 | 0.714873 |
| 80 | 0.257586 | 0.515173 | 0.742414 |
| 81 | 0.231165 | 0.46233 | 0.768835 |
| 82 | 0.203898 | 0.407796 | 0.796102 |
| 83 | 0.18408 | 0.368159 | 0.81592 |
| 84 | 0.159801 | 0.319602 | 0.840199 |
| 85 | 0.156752 | 0.313504 | 0.843248 |
| 86 | 0.134876 | 0.269751 | 0.865124 |
| 87 | 0.116909 | 0.233817 | 0.883091 |
| 88 | 0.103936 | 0.207871 | 0.896064 |
| 89 | 0.0879826 | 0.175965 | 0.912017 |
| 90 | 0.083526 | 0.167052 | 0.916474 |
| 91 | 0.0715943 | 0.143189 | 0.928406 |
| 92 | 0.0609638 | 0.121928 | 0.939036 |
| 93 | 0.051702 | 0.103404 | 0.948298 |
| 94 | 0.0532409 | 0.106482 | 0.946759 |
| 95 | 0.0467348 | 0.0934695 | 0.953265 |
| 96 | 0.0385127 | 0.0770254 | 0.961487 |
| 97 | 0.0417363 | 0.0834725 | 0.958264 |
| 98 | 0.034172 | 0.0683439 | 0.965828 |
| 99 | 0.0277503 | 0.0555006 | 0.97225 |
| 100 | 0.0248783 | 0.0497566 | 0.975122 |
| 101 | 0.0214931 | 0.0429863 | 0.978507 |
| 102 | 0.0254159 | 0.0508317 | 0.974584 |
| 103 | 0.0213231 | 0.0426463 | 0.978677 |
| 104 | 0.0188441 | 0.0376882 | 0.981156 |
| 105 | 0.0239095 | 0.0478189 | 0.976091 |
| 106 | 0.0204779 | 0.0409558 | 0.979522 |
| 107 | 0.0163939 | 0.0327878 | 0.983606 |
| 108 | 0.0149252 | 0.0298504 | 0.985075 |
| 109 | 0.0127397 | 0.0254794 | 0.98726 |
| 110 | 0.0105052 | 0.0210103 | 0.989495 |
| 111 | 0.00826461 | 0.0165292 | 0.991735 |
| 112 | 0.00971528 | 0.0194306 | 0.990285 |
| 113 | 0.0136349 | 0.0272698 | 0.986365 |
| 114 | 0.0131766 | 0.0263531 | 0.986823 |
| 115 | 0.0139943 | 0.0279887 | 0.986006 |
| 116 | 0.0117348 | 0.0234697 | 0.988265 |
| 117 | 0.0116259 | 0.0232519 | 0.988374 |
| 118 | 0.00922113 | 0.0184423 | 0.990779 |
| 119 | 0.00861133 | 0.0172227 | 0.991389 |
| 120 | 0.00692822 | 0.0138564 | 0.993072 |
| 121 | 0.0099964 | 0.0199928 | 0.990004 |
| 122 | 0.00850809 | 0.0170162 | 0.991492 |
| 123 | 0.00758309 | 0.0151662 | 0.992417 |
| 124 | 0.00632385 | 0.0126477 | 0.993676 |
| 125 | 0.00501306 | 0.0100261 | 0.994987 |
| 126 | 0.0042004 | 0.00840081 | 0.9958 |
| 127 | 0.00347047 | 0.00694095 | 0.99653 |
| 128 | 0.00535824 | 0.0107165 | 0.994642 |
| 129 | 0.00568699 | 0.011374 | 0.994313 |
| 130 | 0.012427 | 0.0248541 | 0.987573 |
| 131 | 0.0137815 | 0.027563 | 0.986218 |
| 132 | 0.0148181 | 0.0296362 | 0.985182 |
| 133 | 0.0146418 | 0.0292835 | 0.985358 |
| 134 | 0.0118716 | 0.0237433 | 0.988128 |
| 135 | 0.00985585 | 0.0197117 | 0.990144 |
| 136 | 0.00782947 | 0.0156589 | 0.992171 |
| 137 | 0.0104367 | 0.0208734 | 0.989563 |
| 138 | 0.00933576 | 0.0186715 | 0.990664 |
| 139 | 0.0107309 | 0.0214618 | 0.989269 |
| 140 | 0.0147996 | 0.0295992 | 0.9852 |
| 141 | 0.0137372 | 0.0274744 | 0.986263 |
| 142 | 0.0113687 | 0.0227375 | 0.988631 |
| 143 | 0.0113901 | 0.0227801 | 0.98861 |
| 144 | 0.021437 | 0.0428741 | 0.978563 |
| 145 | 0.0230378 | 0.0460756 | 0.976962 |
| 146 | 0.0261028 | 0.0522055 | 0.973897 |
| 147 | 0.0225779 | 0.0451557 | 0.977422 |
| 148 | 0.0183778 | 0.0367556 | 0.981622 |
| 149 | 0.027091 | 0.054182 | 0.972909 |
| 150 | 0.027386 | 0.0547721 | 0.972614 |
| 151 | 0.0274957 | 0.0549913 | 0.972504 |
| 152 | 0.0508732 | 0.101746 | 0.949127 |
| 153 | 0.0452335 | 0.0904671 | 0.954766 |
| 154 | 0.0566435 | 0.113287 | 0.943356 |
| 155 | 0.0497613 | 0.0995226 | 0.950239 |
| 156 | 0.042769 | 0.0855381 | 0.957231 |
| 157 | 0.0406571 | 0.0813141 | 0.959343 |
| 158 | 0.0341825 | 0.068365 | 0.965818 |
| 159 | 0.0288722 | 0.0577443 | 0.971128 |
| 160 | 0.0246136 | 0.0492273 | 0.975386 |
| 161 | 0.020641 | 0.041282 | 0.979359 |
| 162 | 0.0181205 | 0.036241 | 0.981879 |
| 163 | 0.0167382 | 0.0334764 | 0.983262 |
| 164 | 0.0134701 | 0.0269401 | 0.98653 |
| 165 | 0.0167835 | 0.033567 | 0.983216 |
| 166 | 0.0166328 | 0.0332655 | 0.983367 |
| 167 | 0.0170509 | 0.0341017 | 0.982949 |
| 168 | 0.0171204 | 0.0342409 | 0.98288 |
| 169 | 0.0140273 | 0.0280545 | 0.985973 |
| 170 | 0.0133267 | 0.0266534 | 0.986673 |
| 171 | 0.0131586 | 0.0263171 | 0.986841 |
| 172 | 0.0158147 | 0.0316294 | 0.984185 |
| 173 | 0.0136203 | 0.0272407 | 0.98638 |
| 174 | 0.0108808 | 0.0217616 | 0.989119 |
| 175 | 0.00864152 | 0.017283 | 0.991358 |
| 176 | 0.00700676 | 0.0140135 | 0.992993 |
| 177 | 0.00604719 | 0.0120944 | 0.993953 |
| 178 | 0.00503913 | 0.0100783 | 0.994961 |
| 179 | 0.00401747 | 0.00803495 | 0.995983 |
| 180 | 0.00451027 | 0.00902055 | 0.99549 |
| 181 | 0.0035085 | 0.007017 | 0.996492 |
| 182 | 0.0275601 | 0.0551202 | 0.97244 |
| 183 | 0.0244928 | 0.0489856 | 0.975507 |
| 184 | 0.0308406 | 0.0616812 | 0.969159 |
| 185 | 0.0256601 | 0.0513202 | 0.97434 |
| 186 | 0.020985 | 0.0419701 | 0.979015 |
| 187 | 0.0177005 | 0.035401 | 0.9823 |
| 188 | 0.0155464 | 0.0310929 | 0.984454 |
| 189 | 0.0126041 | 0.0252083 | 0.987396 |
| 190 | 0.0178487 | 0.0356974 | 0.982151 |
| 191 | 0.016361 | 0.0327221 | 0.983639 |
| 192 | 0.0133226 | 0.0266452 | 0.986677 |
| 193 | 0.0105818 | 0.0211636 | 0.989418 |
| 194 | 0.0160191 | 0.0320383 | 0.983981 |
| 195 | 0.0132084 | 0.0264168 | 0.986792 |
| 196 | 0.0122595 | 0.0245191 | 0.98774 |
| 197 | 0.0120194 | 0.0240389 | 0.987981 |
| 198 | 0.0100451 | 0.0200903 | 0.989955 |
| 199 | 0.00992672 | 0.0198534 | 0.990073 |
| 200 | 0.0122626 | 0.0245252 | 0.987737 |
| 201 | 0.0147089 | 0.0294179 | 0.985291 |
| 202 | 0.0116919 | 0.0233838 | 0.988308 |
| 203 | 0.0101583 | 0.0203165 | 0.989842 |
| 204 | 0.00818288 | 0.0163658 | 0.991817 |
| 205 | 0.00955556 | 0.0191111 | 0.990444 |
| 206 | 0.00855842 | 0.0171168 | 0.991442 |
| 207 | 0.0112262 | 0.0224524 | 0.988774 |
| 208 | 0.0255248 | 0.0510496 | 0.974475 |
| 209 | 0.0208421 | 0.0416843 | 0.979158 |
| 210 | 0.032617 | 0.0652339 | 0.967383 |
| 211 | 0.027451 | 0.0549019 | 0.972549 |
| 212 | 0.025254 | 0.0505081 | 0.974746 |
| 213 | 0.0270897 | 0.0541793 | 0.97291 |
| 214 | 0.0217158 | 0.0434315 | 0.978284 |
| 215 | 0.0185801 | 0.0371603 | 0.98142 |
| 216 | 0.0154426 | 0.0308853 | 0.984557 |
| 217 | 0.014542 | 0.029084 | 0.985458 |
| 218 | 0.0113823 | 0.0227645 | 0.988618 |
| 219 | 0.00883245 | 0.0176649 | 0.991168 |
| 220 | 0.00694592 | 0.0138918 | 0.993054 |
| 221 | 0.0110796 | 0.0221592 | 0.98892 |
| 222 | 0.00860518 | 0.0172104 | 0.991395 |
| 223 | 0.00744669 | 0.0148934 | 0.992553 |
| 224 | 0.0063398 | 0.0126796 | 0.99366 |
| 225 | 0.00494018 | 0.00988036 | 0.99506 |
| 226 | 0.00629458 | 0.0125892 | 0.993705 |
| 227 | 0.0142549 | 0.0285098 | 0.985745 |
| 228 | 0.0786457 | 0.157291 | 0.921354 |
| 229 | 0.0710467 | 0.142093 | 0.928953 |
| 230 | 0.0584234 | 0.116847 | 0.941577 |
| 231 | 0.0590908 | 0.118182 | 0.940909 |
| 232 | 0.242419 | 0.484837 | 0.757581 |
| 233 | 0.22315 | 0.4463 | 0.77685 |
| 234 | 0.203024 | 0.406049 | 0.796976 |
| 235 | 0.180126 | 0.360252 | 0.819874 |
| 236 | 0.15365 | 0.307301 | 0.84635 |
| 237 | 0.184217 | 0.368433 | 0.815783 |
| 238 | 0.236459 | 0.472918 | 0.763541 |
| 239 | 0.298129 | 0.596258 | 0.701871 |
| 240 | 0.25894 | 0.517881 | 0.74106 |
| 241 | 0.243732 | 0.487465 | 0.756268 |
| 242 | 0.278934 | 0.557867 | 0.721066 |
| 243 | 0.267275 | 0.534549 | 0.732725 |
| 244 | 0.242977 | 0.485955 | 0.757023 |
| 245 | 0.21409 | 0.42818 | 0.78591 |
| 246 | 0.183489 | 0.366978 | 0.816511 |
| 247 | 0.18216 | 0.36432 | 0.81784 |
| 248 | 0.278669 | 0.557339 | 0.721331 |
| 249 | 0.262232 | 0.524465 | 0.737768 |
| 250 | 0.222657 | 0.445313 | 0.777343 |
| 251 | 0.189286 | 0.378573 | 0.810714 |
| 252 | 0.212338 | 0.424675 | 0.787662 |
| 253 | 0.194096 | 0.388192 | 0.805904 |
| 254 | 0.258986 | 0.517971 | 0.741014 |
| 255 | 0.248279 | 0.496558 | 0.751721 |
| 256 | 0.500868 | 0.998265 | 0.499132 |
| 257 | 0.453196 | 0.906393 | 0.546804 |
| 258 | 0.461761 | 0.923522 | 0.538239 |
| 259 | 0.440694 | 0.881387 | 0.559306 |
| 260 | 0.463087 | 0.926174 | 0.536913 |
| 261 | 0.403509 | 0.807019 | 0.596491 |
| 262 | 0.354189 | 0.708378 | 0.645811 |
| 263 | 0.31661 | 0.63322 | 0.68339 |
| 264 | 0.259567 | 0.519134 | 0.740433 |
| 265 | 0.257081 | 0.514161 | 0.742919 |
| 266 | 0.368586 | 0.737172 | 0.631414 |
| 267 | 0.613751 | 0.772498 | 0.386249 |
| 268 | 0.552044 | 0.895912 | 0.447956 |
| 269 | 0.503051 | 0.993898 | 0.496949 |
| 270 | 0.513661 | 0.972677 | 0.486339 |
| 271 | 0.441942 | 0.883884 | 0.558058 |
| 272 | 0.41864 | 0.837279 | 0.58136 |
| 273 | 0.364865 | 0.729729 | 0.635135 |
| 274 | 0.288947 | 0.577894 | 0.711053 |
| 275 | 0.425595 | 0.85119 | 0.574405 |
| 276 | 0.376777 | 0.753555 | 0.623223 |
| 277 | 0.266606 | 0.533211 | 0.733394 |
| 278 | 0.171092 | 0.342185 | 0.828908 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 6 | 0.0223048 | NOK |
| 5% type I error level | 107 | 0.39777 | NOK |
| 10% type I error level | 131 | 0.486989 | NOK |
