| Multiple Linear Regression - Estimated Regression Equation |
| Happiness[t] = + 10.5668 -0.0160952Software[t] + 0.118947Learning[t] -0.0159941Separate[t] + 0.027303Connected[t] + 0.790352Gender[t] + 0.998144Pop[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) | 10.5668 | 1.4281 | 7.399 | 1.59129e-12 | 7.95643e-13 |
| Software | -0.0160952 | 0.0793879 | -0.2027 | 0.839484 | 0.419742 |
| Learning | 0.118947 | 0.0740594 | 1.606 | 0.109373 | 0.0546867 |
| Separate | -0.0159941 | 0.0429532 | -0.3724 | 0.709905 | 0.354953 |
| Connected | 0.027303 | 0.0413029 | 0.661 | 0.509127 | 0.254563 |
| Gender | 0.790352 | 0.288697 | 2.738 | 0.00658284 | 0.00329142 |
| Pop | 0.998144 | 0.307984 | 3.241 | 0.00133493 | 0.000667467 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.341681 |
| R-squared | 0.116746 |
| Adjusted R-squared | 0.0978865 |
| F-TEST (value) | 6.1903 |
| F-TEST (DF numerator) | 6 |
| F-TEST (DF denominator) | 281 |
| p-value | 4.06812e-06 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 2.36852 |
| Sum Squared Residuals | 1576.38 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 14 | 14.2201 | -0.220102 |
| 2 | 18 | 14.6344 | 3.3656 |
| 3 | 11 | 14.6332 | -3.63315 |
| 4 | 12 | 13.5712 | -1.57116 |
| 5 | 16 | 14.1478 | 1.85217 |
| 6 | 18 | 14.2324 | 3.76758 |
| 7 | 14 | 14.9911 | -0.991139 |
| 8 | 14 | 14.2667 | -0.266674 |
| 9 | 15 | 14.2505 | 0.749483 |
| 10 | 15 | 14.3971 | 0.602929 |
| 11 | 17 | 13.8488 | 3.15117 |
| 12 | 19 | 14.5044 | 4.49559 |
| 13 | 10 | 13.7527 | -3.75267 |
| 14 | 16 | 14.5384 | 1.46157 |
| 15 | 18 | 14.4452 | 3.55482 |
| 16 | 14 | 13.5019 | 0.498111 |
| 17 | 14 | 13.6593 | 0.340715 |
| 18 | 17 | 14.9708 | 2.02918 |
| 19 | 14 | 13.986 | 0.0140234 |
| 20 | 16 | 14.4272 | 1.57282 |
| 21 | 18 | 13.6369 | 4.36307 |
| 22 | 11 | 14.4159 | -3.41587 |
| 23 | 14 | 14.8631 | -0.863085 |
| 24 | 12 | 14.4678 | -2.46783 |
| 25 | 17 | 13.9469 | 3.0531 |
| 26 | 9 | 14.7758 | -5.77576 |
| 27 | 16 | 13.7303 | 2.26975 |
| 28 | 14 | 14.2234 | -0.223377 |
| 29 | 15 | 14.4385 | 0.561509 |
| 30 | 11 | 13.4697 | -2.46974 |
| 31 | 16 | 14.2969 | 1.70307 |
| 32 | 13 | 13.0889 | -0.0889064 |
| 33 | 17 | 14.374 | 2.62601 |
| 34 | 15 | 14.4018 | 0.598182 |
| 35 | 14 | 13.4855 | 0.514471 |
| 36 | 16 | 12.9876 | 3.01237 |
| 37 | 9 | 12.9055 | -3.90552 |
| 38 | 15 | 13.4922 | 1.50785 |
| 39 | 17 | 14.3935 | 2.60654 |
| 40 | 13 | 13.7349 | -0.734935 |
| 41 | 15 | 13.8055 | 1.19446 |
| 42 | 16 | 14.2279 | 1.7721 |
| 43 | 16 | 14.2282 | 1.77185 |
| 44 | 12 | 13.497 | -1.49704 |
| 45 | 15 | 14.4493 | 0.550728 |
| 46 | 11 | 13.921 | -2.92098 |
| 47 | 15 | 14.2251 | 0.774949 |
| 48 | 15 | 14.3196 | 0.680355 |
| 49 | 17 | 14.4565 | 2.54348 |
| 50 | 13 | 13.5628 | -0.562753 |
| 51 | 16 | 14.299 | 1.70097 |
| 52 | 14 | 13.4631 | 0.536886 |
| 53 | 11 | 13.145 | -2.14505 |
| 54 | 12 | 14.3697 | -2.36973 |
| 55 | 12 | 12.9169 | -0.916865 |
| 56 | 15 | 14.3744 | 0.625609 |
| 57 | 16 | 14.5863 | 1.41369 |
| 58 | 15 | 14.3133 | 0.686715 |
| 59 | 12 | 13.6065 | -1.60652 |
| 60 | 12 | 14.5093 | -2.50929 |
| 61 | 8 | 13.2509 | -5.25089 |
| 62 | 13 | 13.7687 | -0.76866 |
| 63 | 11 | 14.4016 | -3.40162 |
| 64 | 14 | 14.1301 | -0.130097 |
| 65 | 15 | 14.4978 | 0.502218 |
| 66 | 10 | 13.7416 | -3.74162 |
| 67 | 11 | 14.6941 | -3.69412 |
| 68 | 12 | 13.9162 | -1.91618 |
| 69 | 15 | 14.0146 | 0.985439 |
| 70 | 15 | 13.6388 | 1.36123 |
| 71 | 14 | 13.0874 | 0.912632 |
| 72 | 16 | 14.0821 | 1.91789 |
| 73 | 15 | 14.5755 | 0.424466 |
| 74 | 15 | 13.8624 | 1.13759 |
| 75 | 13 | 13.7714 | -0.771406 |
| 76 | 12 | 14.8175 | -2.81752 |
| 77 | 17 | 14.4676 | 2.53237 |
| 78 | 13 | 14.5139 | -1.51388 |
| 79 | 15 | 13.1868 | 1.81323 |
| 80 | 13 | 13.8533 | -0.853315 |
| 81 | 15 | 13.6002 | 1.39984 |
| 82 | 15 | 14.4291 | 0.570879 |
| 83 | 16 | 13.6384 | 2.3616 |
| 84 | 15 | 14.2923 | 0.707658 |
| 85 | 14 | 14.5027 | -0.502669 |
| 86 | 15 | 13.4991 | 1.50092 |
| 87 | 14 | 14.4225 | -0.422497 |
| 88 | 13 | 14.3453 | -1.34527 |
| 89 | 7 | 14.3195 | -7.31954 |
| 90 | 17 | 13.9084 | 3.0916 |
| 91 | 13 | 14.6071 | -1.60706 |
| 92 | 15 | 14.3651 | 0.634856 |
| 93 | 14 | 14.3722 | -0.372211 |
| 94 | 13 | 14.0204 | -1.02042 |
| 95 | 16 | 14.5865 | 1.41348 |
| 96 | 12 | 14.4996 | -2.49962 |
| 97 | 14 | 14.5734 | -0.57337 |
| 98 | 17 | 13.7414 | 3.25864 |
| 99 | 15 | 13.3671 | 1.63285 |
| 100 | 17 | 14.4948 | 2.50517 |
| 101 | 12 | 13.7415 | -1.74146 |
| 102 | 16 | 14.8839 | 1.11607 |
| 103 | 11 | 13.598 | -2.59795 |
| 104 | 15 | 14.3586 | 0.641378 |
| 105 | 9 | 13.4984 | -4.49841 |
| 106 | 16 | 14.662 | 1.33803 |
| 107 | 15 | 13.7706 | 1.2294 |
| 108 | 10 | 13.7142 | -3.71416 |
| 109 | 10 | 14.1723 | -4.17226 |
| 110 | 15 | 14.3406 | 0.659412 |
| 111 | 11 | 14.3517 | -3.35169 |
| 112 | 13 | 14.4183 | -1.41828 |
| 113 | 18 | 14.0881 | 3.91189 |
| 114 | 16 | 13.9951 | 2.00486 |
| 115 | 14 | 14.0725 | -0.0725424 |
| 116 | 14 | 14.1803 | -0.180321 |
| 117 | 14 | 14.0658 | -0.0657558 |
| 118 | 14 | 14.527 | -0.527024 |
| 119 | 12 | 13.2434 | -1.24342 |
| 120 | 14 | 14.4638 | -0.463754 |
| 121 | 15 | 14.1222 | 0.877801 |
| 122 | 15 | 14.4355 | 0.564458 |
| 123 | 15 | 14.4173 | 0.582655 |
| 124 | 13 | 14.3356 | -1.3356 |
| 125 | 17 | 13.7412 | 3.25881 |
| 126 | 17 | 14.7779 | 2.2221 |
| 127 | 19 | 14.3198 | 4.68015 |
| 128 | 15 | 14.0334 | 0.966597 |
| 129 | 13 | 13.653 | -0.653026 |
| 130 | 9 | 12.83 | -3.83003 |
| 131 | 15 | 14.63 | 0.369984 |
| 132 | 15 | 13.0726 | 1.92739 |
| 133 | 15 | 13.4395 | 1.56051 |
| 134 | 16 | 14.3562 | 1.64378 |
| 135 | 11 | 13.379 | -2.379 |
| 136 | 14 | 13.5406 | 0.459398 |
| 137 | 11 | 13.762 | -2.76205 |
| 138 | 15 | 14.0657 | 0.934306 |
| 139 | 13 | 13.0151 | -0.0150936 |
| 140 | 15 | 14.4596 | 0.540426 |
| 141 | 16 | 13.4316 | 2.56841 |
| 142 | 14 | 14.3953 | -0.395256 |
| 143 | 15 | 13.7696 | 1.23043 |
| 144 | 16 | 14.0123 | 1.9877 |
| 145 | 16 | 14.729 | 1.27105 |
| 146 | 11 | 13.3252 | -2.32522 |
| 147 | 12 | 13.6528 | -1.65282 |
| 148 | 9 | 13.4102 | -4.41018 |
| 149 | 16 | 13.8458 | 2.15417 |
| 150 | 13 | 14.4852 | -1.4852 |
| 151 | 16 | 13.6438 | 2.35624 |
| 152 | 12 | 14.4937 | -2.4937 |
| 153 | 9 | 14.3855 | -5.3855 |
| 154 | 13 | 13.8212 | -0.821175 |
| 155 | 14 | 14.0869 | -0.0869406 |
| 156 | 19 | 14.3198 | 4.68015 |
| 157 | 13 | 14.4979 | -1.49788 |
| 158 | 12 | 13.9198 | -1.91981 |
| 159 | 10 | 12.2735 | -2.27348 |
| 160 | 14 | 12.2959 | 1.70406 |
| 161 | 16 | 12.8733 | 3.12673 |
| 162 | 10 | 13.2849 | -3.28493 |
| 163 | 11 | 11.8029 | -0.802947 |
| 164 | 14 | 12.3463 | 1.65371 |
| 165 | 12 | 12.7824 | -0.782441 |
| 166 | 9 | 13.0308 | -4.03084 |
| 167 | 9 | 12.4222 | -3.4222 |
| 168 | 11 | 12.4281 | -1.42807 |
| 169 | 16 | 13.4583 | 2.54172 |
| 170 | 9 | 12.3928 | -3.39283 |
| 171 | 13 | 12.7069 | 0.293069 |
| 172 | 16 | 13.1264 | 2.87356 |
| 173 | 13 | 12.4879 | 0.512149 |
| 174 | 9 | 13.1381 | -4.13815 |
| 175 | 12 | 12.1886 | -0.188564 |
| 176 | 16 | 13.212 | 2.78798 |
| 177 | 11 | 13.0854 | -2.08538 |
| 178 | 14 | 13.4743 | 0.525727 |
| 179 | 13 | 12.2544 | 0.745583 |
| 180 | 15 | 12.856 | 2.14404 |
| 181 | 14 | 12.6836 | 1.31644 |
| 182 | 16 | 12.2684 | 3.7316 |
| 183 | 13 | 13.3651 | -0.365061 |
| 184 | 14 | 12.851 | 1.14905 |
| 185 | 15 | 13.2408 | 1.75916 |
| 186 | 13 | 12.0792 | 0.920811 |
| 187 | 11 | 12.0926 | -1.09264 |
| 188 | 11 | 13.1272 | -2.12717 |
| 189 | 14 | 13.4649 | 0.535097 |
| 190 | 15 | 13.0821 | 1.91789 |
| 191 | 11 | 13.4471 | -2.44707 |
| 192 | 15 | 13.1044 | 1.89561 |
| 193 | 12 | 12.5603 | -0.560289 |
| 194 | 14 | 13.5479 | 0.452077 |
| 195 | 14 | 13.3764 | 0.62363 |
| 196 | 8 | 12.4604 | -4.46039 |
| 197 | 9 | 12.6161 | -3.61607 |
| 198 | 15 | 12.2465 | 2.75345 |
| 199 | 17 | 12.1628 | 4.83717 |
| 200 | 13 | 12.2175 | 0.782498 |
| 201 | 15 | 13.3698 | 1.63021 |
| 202 | 15 | 13.3168 | 1.68318 |
| 203 | 14 | 13.4471 | 0.552929 |
| 204 | 16 | 12.6566 | 3.34338 |
| 205 | 13 | 12.1694 | 0.830643 |
| 206 | 16 | 12.5905 | 3.40946 |
| 207 | 9 | 12.9919 | -3.99186 |
| 208 | 16 | 12.2167 | 3.78331 |
| 209 | 11 | 12.4239 | -1.42388 |
| 210 | 10 | 12.5295 | -2.52951 |
| 211 | 11 | 13.463 | -2.46296 |
| 212 | 15 | 12.4357 | 2.56427 |
| 213 | 17 | 13.5434 | 3.4566 |
| 214 | 14 | 13.3825 | 0.617534 |
| 215 | 8 | 12.4075 | -4.40745 |
| 216 | 15 | 13.3073 | 1.69266 |
| 217 | 11 | 12.3478 | -1.34776 |
| 218 | 16 | 12.5328 | 3.46718 |
| 219 | 10 | 13.3374 | -3.33739 |
| 220 | 15 | 12.1839 | 2.81612 |
| 221 | 16 | 12.5101 | 3.48995 |
| 222 | 19 | 12.4057 | 6.59432 |
| 223 | 12 | 12.4444 | -0.444391 |
| 224 | 8 | 12.1308 | -4.13085 |
| 225 | 11 | 12.2178 | -1.21781 |
| 226 | 14 | 13.2554 | 0.744639 |
| 227 | 9 | 11.8885 | -2.88853 |
| 228 | 15 | 12.7033 | 2.29673 |
| 229 | 13 | 13.8645 | -0.864475 |
| 230 | 16 | 13.159 | 2.84101 |
| 231 | 11 | 12.2013 | -1.20135 |
| 232 | 12 | 11.4764 | 0.523608 |
| 233 | 13 | 12.471 | 0.528974 |
| 234 | 10 | 13.3631 | -3.36312 |
| 235 | 11 | 12.174 | -1.17398 |
| 236 | 12 | 12.0908 | -0.0907621 |
| 237 | 8 | 12.2129 | -4.21292 |
| 238 | 12 | 12.0246 | -0.0246226 |
| 239 | 12 | 12.4443 | -0.44433 |
| 240 | 11 | 12.0974 | -1.09739 |
| 241 | 13 | 12.4011 | 0.598906 |
| 242 | 14 | 12.8729 | 1.12715 |
| 243 | 10 | 12.8386 | -2.83862 |
| 244 | 12 | 12.8931 | -0.89313 |
| 245 | 15 | 12.0651 | 2.93487 |
| 246 | 13 | 12.0328 | 0.967219 |
| 247 | 13 | 13.127 | -0.127043 |
| 248 | 13 | 13.5046 | -0.504626 |
| 249 | 12 | 12.3156 | -0.315608 |
| 250 | 12 | 12.4555 | -0.455498 |
| 251 | 9 | 12.6406 | -3.64062 |
| 252 | 9 | 13.2282 | -4.22822 |
| 253 | 15 | 13.1928 | 1.80718 |
| 254 | 10 | 12.2604 | -2.26042 |
| 255 | 14 | 13.2217 | 0.778341 |
| 256 | 15 | 12.0026 | 2.99741 |
| 257 | 7 | 12.2789 | -5.27887 |
| 258 | 14 | 12.3672 | 1.63283 |
| 259 | 8 | 12.6516 | -4.65157 |
| 260 | 10 | 13.2941 | -3.29414 |
| 261 | 13 | 12.0776 | 0.922424 |
| 262 | 13 | 12.2175 | 0.782458 |
| 263 | 13 | 13.4741 | -0.47411 |
| 264 | 8 | 12.1017 | -4.10171 |
| 265 | 12 | 12.3962 | -0.396246 |
| 266 | 13 | 13.1619 | -0.161941 |
| 267 | 12 | 13.5544 | -1.55445 |
| 268 | 10 | 12.3049 | -2.30487 |
| 269 | 13 | 13.447 | -0.44697 |
| 270 | 12 | 12.6451 | -0.645107 |
| 271 | 9 | 12.1314 | -3.13141 |
| 272 | 15 | 12.5304 | 2.46963 |
| 273 | 13 | 12.6821 | 0.317916 |
| 274 | 13 | 12.0536 | 0.946428 |
| 275 | 13 | 12.6729 | 0.327084 |
| 276 | 15 | 11.2636 | 3.73644 |
| 277 | 15 | 12.327 | 2.67298 |
| 278 | 14 | 12.6177 | 1.38226 |
| 279 | 15 | 13.1865 | 1.81354 |
| 280 | 11 | 12.1648 | -1.16477 |
| 281 | 15 | 12.8185 | 2.1815 |
| 282 | 14 | 13.3489 | 0.651096 |
| 283 | 13 | 12.1226 | 0.877351 |
| 284 | 12 | 12.0592 | -0.0592278 |
| 285 | 16 | 12.7454 | 3.25465 |
| 286 | 16 | 12.0185 | 3.98148 |
| 287 | 9 | 13.4071 | -4.40708 |
| 288 | 14 | 13.1205 | 0.879457 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 10 | 0.35893 | 0.71786 | 0.64107 |
| 11 | 0.44874 | 0.897479 | 0.55126 |
| 12 | 0.676363 | 0.647274 | 0.323637 |
| 13 | 0.695973 | 0.608053 | 0.304027 |
| 14 | 0.634185 | 0.73163 | 0.365815 |
| 15 | 0.830223 | 0.339554 | 0.169777 |
| 16 | 0.773807 | 0.452387 | 0.226193 |
| 17 | 0.698329 | 0.603341 | 0.301671 |
| 18 | 0.719154 | 0.561693 | 0.280846 |
| 19 | 0.666003 | 0.667995 | 0.333997 |
| 20 | 0.590427 | 0.819146 | 0.409573 |
| 21 | 0.754601 | 0.490797 | 0.245399 |
| 22 | 0.865231 | 0.269538 | 0.134769 |
| 23 | 0.831599 | 0.336801 | 0.168401 |
| 24 | 0.837855 | 0.324289 | 0.162145 |
| 25 | 0.81686 | 0.366281 | 0.18314 |
| 26 | 0.968552 | 0.062897 | 0.0314485 |
| 27 | 0.960834 | 0.0783327 | 0.0391663 |
| 28 | 0.946724 | 0.106552 | 0.0532758 |
| 29 | 0.928409 | 0.143182 | 0.0715911 |
| 30 | 0.943827 | 0.112346 | 0.0561728 |
| 31 | 0.929133 | 0.141733 | 0.0708667 |
| 32 | 0.912499 | 0.175001 | 0.0875007 |
| 33 | 0.898222 | 0.203556 | 0.101778 |
| 34 | 0.872018 | 0.255965 | 0.127982 |
| 35 | 0.841622 | 0.316756 | 0.158378 |
| 36 | 0.821589 | 0.356823 | 0.178411 |
| 37 | 0.900463 | 0.199075 | 0.0995373 |
| 38 | 0.881846 | 0.236308 | 0.118154 |
| 39 | 0.8734 | 0.2532 | 0.1266 |
| 40 | 0.850472 | 0.299057 | 0.149528 |
| 41 | 0.821998 | 0.356004 | 0.178002 |
| 42 | 0.795749 | 0.408501 | 0.204251 |
| 43 | 0.77857 | 0.442859 | 0.22143 |
| 44 | 0.763547 | 0.472907 | 0.236453 |
| 45 | 0.731269 | 0.537461 | 0.268731 |
| 46 | 0.753714 | 0.492573 | 0.246286 |
| 47 | 0.720858 | 0.558285 | 0.279142 |
| 48 | 0.680279 | 0.639442 | 0.319721 |
| 49 | 0.672525 | 0.654949 | 0.327475 |
| 50 | 0.631815 | 0.736369 | 0.368185 |
| 51 | 0.60794 | 0.784119 | 0.39206 |
| 52 | 0.563595 | 0.872809 | 0.436405 |
| 53 | 0.544457 | 0.911087 | 0.455543 |
| 54 | 0.549537 | 0.900926 | 0.450463 |
| 55 | 0.51545 | 0.9691 | 0.48455 |
| 56 | 0.474046 | 0.948092 | 0.525954 |
| 57 | 0.437203 | 0.874405 | 0.562797 |
| 58 | 0.394918 | 0.789835 | 0.605082 |
| 59 | 0.369222 | 0.738444 | 0.630778 |
| 60 | 0.404474 | 0.808949 | 0.595526 |
| 61 | 0.575628 | 0.848744 | 0.424372 |
| 62 | 0.538188 | 0.923624 | 0.461812 |
| 63 | 0.588573 | 0.822853 | 0.411427 |
| 64 | 0.547075 | 0.90585 | 0.452925 |
| 65 | 0.505958 | 0.988084 | 0.494042 |
| 66 | 0.551511 | 0.896978 | 0.448489 |
| 67 | 0.618797 | 0.762406 | 0.381203 |
| 68 | 0.60374 | 0.79252 | 0.39626 |
| 69 | 0.569891 | 0.860218 | 0.430109 |
| 70 | 0.550651 | 0.898697 | 0.449349 |
| 71 | 0.515773 | 0.968453 | 0.484227 |
| 72 | 0.501041 | 0.997917 | 0.498959 |
| 73 | 0.462003 | 0.924007 | 0.537997 |
| 74 | 0.433934 | 0.867868 | 0.566066 |
| 75 | 0.396426 | 0.792852 | 0.603574 |
| 76 | 0.431417 | 0.862835 | 0.568583 |
| 77 | 0.428994 | 0.857989 | 0.571006 |
| 78 | 0.406668 | 0.813336 | 0.593332 |
| 79 | 0.402197 | 0.804395 | 0.597803 |
| 80 | 0.367085 | 0.73417 | 0.632915 |
| 81 | 0.343765 | 0.68753 | 0.656235 |
| 82 | 0.309832 | 0.619665 | 0.690168 |
| 83 | 0.310957 | 0.621913 | 0.689043 |
| 84 | 0.280198 | 0.560395 | 0.719802 |
| 85 | 0.250026 | 0.500052 | 0.749974 |
| 86 | 0.227791 | 0.455582 | 0.772209 |
| 87 | 0.201098 | 0.402196 | 0.798902 |
| 88 | 0.181629 | 0.363258 | 0.818371 |
| 89 | 0.451152 | 0.902305 | 0.548848 |
| 90 | 0.47079 | 0.94158 | 0.52921 |
| 91 | 0.445485 | 0.89097 | 0.554515 |
| 92 | 0.41057 | 0.82114 | 0.58943 |
| 93 | 0.375867 | 0.751734 | 0.624133 |
| 94 | 0.344166 | 0.688331 | 0.655834 |
| 95 | 0.317937 | 0.635873 | 0.682063 |
| 96 | 0.322724 | 0.645448 | 0.677276 |
| 97 | 0.292294 | 0.584587 | 0.707706 |
| 98 | 0.318622 | 0.637243 | 0.681378 |
| 99 | 0.298419 | 0.596838 | 0.701581 |
| 100 | 0.300578 | 0.601156 | 0.699422 |
| 101 | 0.290582 | 0.581164 | 0.709418 |
| 102 | 0.266591 | 0.533181 | 0.733409 |
| 103 | 0.262907 | 0.525814 | 0.737093 |
| 104 | 0.235756 | 0.471511 | 0.764244 |
| 105 | 0.309761 | 0.619522 | 0.690239 |
| 106 | 0.286712 | 0.573424 | 0.713288 |
| 107 | 0.261279 | 0.522558 | 0.738721 |
| 108 | 0.311063 | 0.622127 | 0.688937 |
| 109 | 0.414442 | 0.828883 | 0.585558 |
| 110 | 0.382458 | 0.764916 | 0.617542 |
| 111 | 0.412973 | 0.825947 | 0.587027 |
| 112 | 0.399762 | 0.799523 | 0.600238 |
| 113 | 0.458283 | 0.916567 | 0.541717 |
| 114 | 0.449212 | 0.898425 | 0.550788 |
| 115 | 0.415331 | 0.830662 | 0.584669 |
| 116 | 0.38328 | 0.76656 | 0.61672 |
| 117 | 0.350292 | 0.700583 | 0.649708 |
| 118 | 0.320553 | 0.641107 | 0.679447 |
| 119 | 0.298642 | 0.597285 | 0.701358 |
| 120 | 0.270332 | 0.540664 | 0.729668 |
| 121 | 0.245185 | 0.49037 | 0.754815 |
| 122 | 0.219682 | 0.439363 | 0.780318 |
| 123 | 0.196859 | 0.393718 | 0.803141 |
| 124 | 0.17964 | 0.359279 | 0.82036 |
| 125 | 0.198848 | 0.397695 | 0.801152 |
| 126 | 0.191369 | 0.382738 | 0.808631 |
| 127 | 0.26521 | 0.53042 | 0.73479 |
| 128 | 0.243679 | 0.487357 | 0.756321 |
| 129 | 0.218763 | 0.437526 | 0.781237 |
| 130 | 0.249128 | 0.498256 | 0.750872 |
| 131 | 0.225443 | 0.450886 | 0.774557 |
| 132 | 0.225018 | 0.450036 | 0.774982 |
| 133 | 0.211028 | 0.422057 | 0.788972 |
| 134 | 0.202839 | 0.405679 | 0.797161 |
| 135 | 0.196946 | 0.393893 | 0.803054 |
| 136 | 0.175138 | 0.350276 | 0.824862 |
| 137 | 0.179066 | 0.358131 | 0.820934 |
| 138 | 0.161372 | 0.322745 | 0.838628 |
| 139 | 0.141317 | 0.282635 | 0.858683 |
| 140 | 0.124463 | 0.248927 | 0.875537 |
| 141 | 0.129027 | 0.258053 | 0.870973 |
| 142 | 0.11187 | 0.22374 | 0.88813 |
| 143 | 0.103993 | 0.207985 | 0.896007 |
| 144 | 0.102528 | 0.205056 | 0.897472 |
| 145 | 0.0957765 | 0.191553 | 0.904223 |
| 146 | 0.0915772 | 0.183154 | 0.908423 |
| 147 | 0.0821068 | 0.164214 | 0.917893 |
| 148 | 0.115264 | 0.230528 | 0.884736 |
| 149 | 0.114147 | 0.228295 | 0.885853 |
| 150 | 0.104189 | 0.208378 | 0.895811 |
| 151 | 0.105922 | 0.211844 | 0.894078 |
| 152 | 0.110513 | 0.221025 | 0.889487 |
| 153 | 0.189405 | 0.378809 | 0.810595 |
| 154 | 0.170852 | 0.341705 | 0.829148 |
| 155 | 0.150218 | 0.300436 | 0.849782 |
| 156 | 0.224255 | 0.448511 | 0.775745 |
| 157 | 0.204047 | 0.408094 | 0.795953 |
| 158 | 0.189327 | 0.378654 | 0.810673 |
| 159 | 0.184034 | 0.368068 | 0.815966 |
| 160 | 0.178223 | 0.356446 | 0.821777 |
| 161 | 0.182119 | 0.364239 | 0.817881 |
| 162 | 0.210798 | 0.421596 | 0.789202 |
| 163 | 0.190216 | 0.380432 | 0.809784 |
| 164 | 0.177346 | 0.354693 | 0.822654 |
| 165 | 0.1601 | 0.3202 | 0.8399 |
| 166 | 0.200349 | 0.400697 | 0.799651 |
| 167 | 0.224687 | 0.449374 | 0.775313 |
| 168 | 0.203656 | 0.407312 | 0.796344 |
| 169 | 0.213102 | 0.426203 | 0.786898 |
| 170 | 0.232327 | 0.464654 | 0.767673 |
| 171 | 0.211212 | 0.422424 | 0.788788 |
| 172 | 0.227887 | 0.455773 | 0.772113 |
| 173 | 0.204188 | 0.408376 | 0.795812 |
| 174 | 0.245903 | 0.491807 | 0.754097 |
| 175 | 0.220842 | 0.441684 | 0.779158 |
| 176 | 0.235285 | 0.470569 | 0.764715 |
| 177 | 0.224527 | 0.449053 | 0.775473 |
| 178 | 0.201342 | 0.402685 | 0.798658 |
| 179 | 0.181145 | 0.362291 | 0.818855 |
| 180 | 0.176897 | 0.353794 | 0.823103 |
| 181 | 0.161871 | 0.323742 | 0.838129 |
| 182 | 0.194233 | 0.388466 | 0.805767 |
| 183 | 0.171232 | 0.342465 | 0.828768 |
| 184 | 0.15471 | 0.30942 | 0.84529 |
| 185 | 0.145996 | 0.291992 | 0.854004 |
| 186 | 0.128965 | 0.257929 | 0.871035 |
| 187 | 0.115317 | 0.230634 | 0.884683 |
| 188 | 0.11085 | 0.221699 | 0.88915 |
| 189 | 0.0961914 | 0.192383 | 0.903809 |
| 190 | 0.0917158 | 0.183432 | 0.908284 |
| 191 | 0.0906078 | 0.181216 | 0.909392 |
| 192 | 0.0854808 | 0.170962 | 0.914519 |
| 193 | 0.0728997 | 0.145799 | 0.9271 |
| 194 | 0.0622634 | 0.124527 | 0.937737 |
| 195 | 0.0528176 | 0.105635 | 0.947182 |
| 196 | 0.0800264 | 0.160053 | 0.919974 |
| 197 | 0.0994224 | 0.198845 | 0.900578 |
| 198 | 0.101448 | 0.202896 | 0.898552 |
| 199 | 0.155225 | 0.31045 | 0.844775 |
| 200 | 0.135751 | 0.271502 | 0.864249 |
| 201 | 0.127383 | 0.254766 | 0.872617 |
| 202 | 0.119725 | 0.23945 | 0.880275 |
| 203 | 0.104402 | 0.208805 | 0.895598 |
| 204 | 0.11976 | 0.239521 | 0.88024 |
| 205 | 0.103436 | 0.206872 | 0.896564 |
| 206 | 0.120919 | 0.241838 | 0.879081 |
| 207 | 0.155219 | 0.310438 | 0.844781 |
| 208 | 0.19079 | 0.381581 | 0.80921 |
| 209 | 0.173081 | 0.346162 | 0.826919 |
| 210 | 0.174791 | 0.349581 | 0.825209 |
| 211 | 0.170911 | 0.341822 | 0.829089 |
| 212 | 0.170632 | 0.341265 | 0.829368 |
| 213 | 0.207342 | 0.414684 | 0.792658 |
| 214 | 0.185558 | 0.371115 | 0.814442 |
| 215 | 0.248218 | 0.496437 | 0.751782 |
| 216 | 0.243473 | 0.486945 | 0.756527 |
| 217 | 0.222256 | 0.444511 | 0.777744 |
| 218 | 0.260793 | 0.521586 | 0.739207 |
| 219 | 0.278272 | 0.556545 | 0.721728 |
| 220 | 0.288015 | 0.576031 | 0.711985 |
| 221 | 0.340846 | 0.681693 | 0.659154 |
| 222 | 0.614508 | 0.770985 | 0.385492 |
| 223 | 0.57468 | 0.85064 | 0.42532 |
| 224 | 0.65609 | 0.68782 | 0.34391 |
| 225 | 0.62469 | 0.75062 | 0.37531 |
| 226 | 0.593998 | 0.812004 | 0.406002 |
| 227 | 0.617974 | 0.764053 | 0.382026 |
| 228 | 0.653466 | 0.693067 | 0.346534 |
| 229 | 0.614358 | 0.771284 | 0.385642 |
| 230 | 0.653856 | 0.692287 | 0.346144 |
| 231 | 0.629462 | 0.741076 | 0.370538 |
| 232 | 0.590871 | 0.818258 | 0.409129 |
| 233 | 0.546736 | 0.906528 | 0.453264 |
| 234 | 0.566684 | 0.866631 | 0.433316 |
| 235 | 0.534105 | 0.93179 | 0.465895 |
| 236 | 0.48802 | 0.976039 | 0.51198 |
| 237 | 0.626889 | 0.746222 | 0.373111 |
| 238 | 0.58629 | 0.82742 | 0.41371 |
| 239 | 0.543459 | 0.913082 | 0.456541 |
| 240 | 0.504809 | 0.990383 | 0.495191 |
| 241 | 0.46425 | 0.9285 | 0.53575 |
| 242 | 0.424125 | 0.84825 | 0.575875 |
| 243 | 0.441476 | 0.882952 | 0.558524 |
| 244 | 0.41267 | 0.825341 | 0.58733 |
| 245 | 0.448869 | 0.897738 | 0.551131 |
| 246 | 0.407743 | 0.815485 | 0.592257 |
| 247 | 0.378328 | 0.756655 | 0.621672 |
| 248 | 0.339086 | 0.678172 | 0.660914 |
| 249 | 0.295672 | 0.591344 | 0.704328 |
| 250 | 0.255626 | 0.511252 | 0.744374 |
| 251 | 0.311662 | 0.623323 | 0.688338 |
| 252 | 0.345845 | 0.691689 | 0.654155 |
| 253 | 0.326054 | 0.652107 | 0.673946 |
| 254 | 0.302928 | 0.605857 | 0.697072 |
| 255 | 0.259367 | 0.518734 | 0.740633 |
| 256 | 0.249802 | 0.499604 | 0.750198 |
| 257 | 0.441994 | 0.883988 | 0.558006 |
| 258 | 0.416714 | 0.833428 | 0.583286 |
| 259 | 0.664037 | 0.671926 | 0.335963 |
| 260 | 0.680623 | 0.638754 | 0.319377 |
| 261 | 0.628777 | 0.742445 | 0.371223 |
| 262 | 0.567835 | 0.864329 | 0.432165 |
| 263 | 0.504734 | 0.990532 | 0.495266 |
| 264 | 0.784775 | 0.430451 | 0.215225 |
| 265 | 0.736835 | 0.52633 | 0.263165 |
| 266 | 0.689318 | 0.621363 | 0.310682 |
| 267 | 0.70924 | 0.58152 | 0.29076 |
| 268 | 0.711042 | 0.577916 | 0.288958 |
| 269 | 0.633612 | 0.732777 | 0.366388 |
| 270 | 0.555492 | 0.889016 | 0.444508 |
| 271 | 0.661196 | 0.677608 | 0.338804 |
| 272 | 0.57345 | 0.853101 | 0.42655 |
| 273 | 0.502887 | 0.994227 | 0.497113 |
| 274 | 0.407128 | 0.814257 | 0.592872 |
| 275 | 0.351474 | 0.702948 | 0.648526 |
| 276 | 0.264097 | 0.528194 | 0.735903 |
| 277 | 0.189739 | 0.379479 | 0.810261 |
| 278 | 0.11203 | 0.22406 | 0.88797 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 0 | 0 | OK |
| 5% type I error level | 0 | 0 | OK |
| 10% type I error level | 2 | 0.00743494 | OK |
