| Multiple Linear Regression - Estimated Regression Equation |
| Learning[t] = + 3.77957 + 0.0469437Connected[t] + 0.0419978Separate[t] + 0.607405Software[t] + 0.0986311Happiness[t] -0.0393791Depression[t] + 0.0158661Sport1[t] -0.0194154Sport2[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) | 3.77957 | 1.91765 | 1.971 | 0.0498086 | 0.0249043 |
| Connected | 0.0469437 | 0.0347873 | 1.349 | 0.178384 | 0.0891921 |
| Separate | 0.0419978 | 0.0356485 | 1.178 | 0.239847 | 0.119923 |
| Software | 0.607405 | 0.0518451 | 11.72 | 1.14473e-25 | 5.72366e-26 |
| Happiness | 0.0986311 | 0.0579628 | 1.702 | 0.0900396 | 0.0450198 |
| Depression | -0.0393791 | 0.0425572 | -0.9253 | 0.35567 | 0.177835 |
| Sport1 | 0.0158661 | 0.0378428 | 0.4193 | 0.675376 | 0.337688 |
| Sport2 | -0.0194154 | 0.0564441 | -0.344 | 0.731147 | 0.365573 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.653394 |
| R-squared | 0.426924 |
| Adjusted R-squared | 0.411254 |
| F-TEST (value) | 27.2446 |
| F-TEST (DF numerator) | 7 |
| F-TEST (DF denominator) | 256 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 1.88446 |
| Sum Squared Residuals | 909.107 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 13 | 15.7169 | -2.71693 |
| 2 | 16 | 15.3046 | 0.695355 |
| 3 | 19 | 16.5342 | 2.46577 |
| 4 | 15 | 11.2432 | 3.7568 |
| 5 | 14 | 15.8897 | -1.88969 |
| 6 | 13 | 14.3424 | -1.34242 |
| 7 | 19 | 14.8382 | 4.16181 |
| 8 | 15 | 16.6568 | -1.65684 |
| 9 | 14 | 15.6144 | -1.6144 |
| 10 | 15 | 13.8399 | 1.16012 |
| 11 | 16 | 14.5244 | 1.47559 |
| 12 | 16 | 15.9613 | 0.0386548 |
| 13 | 16 | 14.9654 | 1.03458 |
| 14 | 16 | 15.1306 | 0.869405 |
| 15 | 17 | 17.7266 | -0.726605 |
| 16 | 15 | 15.0074 | -0.00736023 |
| 17 | 15 | 14.0333 | 0.966689 |
| 18 | 20 | 16.0395 | 3.96045 |
| 19 | 18 | 15.0942 | 2.90581 |
| 20 | 16 | 15.1861 | 0.813862 |
| 21 | 16 | 15.0015 | 0.998463 |
| 22 | 16 | 14.5839 | 1.41614 |
| 23 | 19 | 16.2269 | 2.7731 |
| 24 | 16 | 14.6383 | 1.36175 |
| 25 | 17 | 15.8416 | 1.1584 |
| 26 | 17 | 15.8345 | 1.16551 |
| 27 | 16 | 14.5294 | 1.4706 |
| 28 | 15 | 16.4169 | -1.41693 |
| 29 | 16 | 15.2955 | 0.704483 |
| 30 | 14 | 13.6174 | 0.382606 |
| 31 | 15 | 15.3672 | -0.367231 |
| 32 | 12 | 12.1578 | -0.157795 |
| 33 | 14 | 14.467 | -0.467034 |
| 34 | 16 | 15.549 | 0.450953 |
| 35 | 14 | 15.152 | -1.152 |
| 36 | 10 | 12.4548 | -2.45481 |
| 37 | 10 | 12.2908 | -2.2908 |
| 38 | 14 | 15.4429 | -1.44288 |
| 39 | 16 | 14.1126 | 1.88743 |
| 40 | 16 | 14.0503 | 1.9497 |
| 41 | 16 | 14.3599 | 1.64008 |
| 42 | 14 | 15.4129 | -1.41291 |
| 43 | 20 | 17.4976 | 2.50244 |
| 44 | 14 | 13.738 | 0.262 |
| 45 | 14 | 14.139 | -0.139026 |
| 46 | 11 | 15.1506 | -4.15056 |
| 47 | 14 | 16.4191 | -2.4191 |
| 48 | 15 | 14.7812 | 0.218766 |
| 49 | 16 | 15.1916 | 0.808402 |
| 50 | 14 | 15.3615 | -1.36152 |
| 51 | 16 | 16.8537 | -0.85374 |
| 52 | 14 | 13.7317 | 0.268311 |
| 53 | 12 | 14.6139 | -2.61387 |
| 54 | 16 | 15.5907 | 0.40931 |
| 55 | 9 | 10.7137 | -1.71373 |
| 56 | 14 | 11.8326 | 2.1674 |
| 57 | 16 | 15.6937 | 0.306276 |
| 58 | 16 | 15.2304 | 0.769644 |
| 59 | 15 | 14.823 | 0.176995 |
| 60 | 16 | 13.7932 | 2.20678 |
| 61 | 12 | 10.8367 | 1.16327 |
| 62 | 16 | 15.4379 | 0.562136 |
| 63 | 16 | 16.299 | -0.298987 |
| 64 | 14 | 14.4389 | -0.438888 |
| 65 | 16 | 15.15 | 0.849956 |
| 66 | 17 | 15.7439 | 1.25615 |
| 67 | 18 | 16.0903 | 1.90965 |
| 68 | 18 | 14.0765 | 3.92351 |
| 69 | 12 | 15.8085 | -3.80846 |
| 70 | 16 | 15.4728 | 0.527152 |
| 71 | 10 | 13.0122 | -3.01225 |
| 72 | 14 | 14.7157 | -0.715666 |
| 73 | 18 | 16.838 | 1.16201 |
| 74 | 18 | 17.1928 | 0.807172 |
| 75 | 16 | 15.0095 | 0.990531 |
| 76 | 17 | 13.0903 | 3.90975 |
| 77 | 16 | 16.4072 | -0.407233 |
| 78 | 16 | 14.2123 | 1.78772 |
| 79 | 13 | 14.9615 | -1.96149 |
| 80 | 16 | 15.0831 | 0.916861 |
| 81 | 16 | 15.5361 | 0.463901 |
| 82 | 16 | 15.6432 | 0.356771 |
| 83 | 15 | 15.6202 | -0.620182 |
| 84 | 15 | 14.6861 | 0.313856 |
| 85 | 16 | 13.8828 | 2.11724 |
| 86 | 14 | 13.9518 | 0.0482114 |
| 87 | 16 | 15.2331 | 0.766906 |
| 88 | 16 | 14.6813 | 1.3187 |
| 89 | 15 | 14.1033 | 0.896662 |
| 90 | 12 | 13.6433 | -1.6433 |
| 91 | 17 | 16.8321 | 0.167875 |
| 92 | 16 | 15.7295 | 0.270515 |
| 93 | 15 | 14.9058 | 0.0942077 |
| 94 | 13 | 14.8365 | -1.83646 |
| 95 | 16 | 14.698 | 1.30197 |
| 96 | 16 | 15.6961 | 0.303922 |
| 97 | 16 | 13.4833 | 2.51672 |
| 98 | 16 | 15.83 | 0.169958 |
| 99 | 14 | 14.2661 | -0.266126 |
| 100 | 16 | 17.1941 | -1.19409 |
| 101 | 16 | 14.5059 | 1.4941 |
| 102 | 20 | 17.5791 | 2.4209 |
| 103 | 15 | 14.0226 | 0.977354 |
| 104 | 16 | 14.8384 | 1.16162 |
| 105 | 13 | 14.7124 | -1.71244 |
| 106 | 17 | 15.7604 | 1.23956 |
| 107 | 16 | 15.7721 | 0.227935 |
| 108 | 16 | 14.2326 | 1.7674 |
| 109 | 12 | 12.0025 | -0.00248027 |
| 110 | 16 | 15.1718 | 0.828161 |
| 111 | 16 | 15.9385 | 0.061512 |
| 112 | 17 | 14.8625 | 2.13747 |
| 113 | 13 | 14.5286 | -1.52864 |
| 114 | 12 | 14.6146 | -2.61457 |
| 115 | 18 | 16.2765 | 1.72355 |
| 116 | 14 | 15.9505 | -1.95048 |
| 117 | 14 | 12.9925 | 1.00754 |
| 118 | 13 | 14.7858 | -1.78582 |
| 119 | 16 | 15.5145 | 0.485542 |
| 120 | 13 | 14.373 | -1.37303 |
| 121 | 16 | 15.4073 | 0.59273 |
| 122 | 13 | 15.9001 | -2.90015 |
| 123 | 16 | 17.0738 | -1.0738 |
| 124 | 15 | 15.9986 | -0.998565 |
| 125 | 16 | 16.9218 | -0.921756 |
| 126 | 15 | 14.7501 | 0.249853 |
| 127 | 17 | 15.7672 | 1.23279 |
| 128 | 15 | 14.0042 | 0.995768 |
| 129 | 12 | 14.7456 | -2.7456 |
| 130 | 16 | 13.9018 | 2.09818 |
| 131 | 10 | 13.49 | -3.49002 |
| 132 | 16 | 13.4847 | 2.51527 |
| 133 | 12 | 14.1319 | -2.1319 |
| 134 | 14 | 15.6892 | -1.68916 |
| 135 | 15 | 15.135 | -0.134953 |
| 136 | 13 | 11.8799 | 1.12013 |
| 137 | 15 | 14.5407 | 0.459324 |
| 138 | 11 | 13.364 | -2.36396 |
| 139 | 12 | 12.9949 | -0.994872 |
| 140 | 11 | 13.2798 | -2.27977 |
| 141 | 16 | 12.8707 | 3.12933 |
| 142 | 15 | 13.5778 | 1.4222 |
| 143 | 17 | 17.0126 | -0.0126297 |
| 144 | 16 | 14.2177 | 1.78228 |
| 145 | 10 | 13.3076 | -3.30765 |
| 146 | 18 | 15.7108 | 2.28918 |
| 147 | 13 | 15.0575 | -2.05752 |
| 148 | 16 | 14.9198 | 1.08019 |
| 149 | 13 | 12.6378 | 0.362236 |
| 150 | 10 | 12.8783 | -2.87833 |
| 151 | 15 | 16.155 | -1.15504 |
| 152 | 16 | 13.9924 | 2.00764 |
| 153 | 16 | 11.704 | 4.29595 |
| 154 | 14 | 12.25 | 1.75003 |
| 155 | 10 | 12.3106 | -2.31063 |
| 156 | 17 | 16.8321 | 0.167875 |
| 157 | 13 | 11.5695 | 1.43046 |
| 158 | 15 | 14.0042 | 0.995768 |
| 159 | 16 | 14.6714 | 1.3286 |
| 160 | 12 | 12.5737 | -0.573652 |
| 161 | 13 | 12.6006 | 0.399396 |
| 162 | 13 | 12.4666 | 0.533449 |
| 163 | 12 | 12.3882 | -0.388161 |
| 164 | 17 | 16.5738 | 0.42621 |
| 165 | 15 | 13.6726 | 1.3274 |
| 166 | 10 | 11.4207 | -1.42067 |
| 167 | 14 | 14.4692 | -0.469162 |
| 168 | 11 | 14.291 | -3.29099 |
| 169 | 13 | 14.8483 | -1.84829 |
| 170 | 16 | 14.4309 | 1.56913 |
| 171 | 12 | 10.3653 | 1.63469 |
| 172 | 16 | 15.7059 | 0.294052 |
| 173 | 12 | 13.9884 | -1.98839 |
| 174 | 9 | 11.312 | -2.31203 |
| 175 | 12 | 15.2886 | -3.28859 |
| 176 | 15 | 14.7442 | 0.255787 |
| 177 | 12 | 12.2633 | -0.263297 |
| 178 | 12 | 12.6879 | -0.687935 |
| 179 | 14 | 14.0621 | -0.0621066 |
| 180 | 12 | 13.4763 | -1.47627 |
| 181 | 16 | 15.434 | 0.565952 |
| 182 | 11 | 11.5217 | -0.521749 |
| 183 | 19 | 17.1605 | 1.83954 |
| 184 | 15 | 15.5206 | -0.52061 |
| 185 | 8 | 14.7663 | -6.76629 |
| 186 | 16 | 14.9681 | 1.03191 |
| 187 | 17 | 14.7477 | 2.25232 |
| 188 | 12 | 12.5418 | -0.541803 |
| 189 | 11 | 11.527 | -0.526968 |
| 190 | 11 | 10.2993 | 0.700678 |
| 191 | 14 | 15.0449 | -1.0449 |
| 192 | 16 | 15.8549 | 0.145076 |
| 193 | 12 | 9.658 | 2.342 |
| 194 | 16 | 14.3005 | 1.69949 |
| 195 | 13 | 13.916 | -0.915985 |
| 196 | 15 | 15.3686 | -0.368634 |
| 197 | 16 | 13.0983 | 2.90166 |
| 198 | 16 | 15.313 | 0.68703 |
| 199 | 14 | 12.4875 | 1.51254 |
| 200 | 16 | 14.7706 | 1.22942 |
| 201 | 16 | 14.1954 | 1.80461 |
| 202 | 14 | 13.5653 | 0.434739 |
| 203 | 11 | 13.7623 | -2.7623 |
| 204 | 12 | 14.9166 | -2.91657 |
| 205 | 15 | 12.9697 | 2.03033 |
| 206 | 15 | 14.837 | 0.163036 |
| 207 | 16 | 14.847 | 1.15297 |
| 208 | 16 | 15.4339 | 0.566051 |
| 209 | 11 | 13.9168 | -2.91676 |
| 210 | 15 | 14.3032 | 0.696841 |
| 211 | 12 | 14.5075 | -2.50749 |
| 212 | 12 | 16.2897 | -4.28968 |
| 213 | 15 | 14.3092 | 0.69083 |
| 214 | 15 | 12.1675 | 2.8325 |
| 215 | 16 | 14.8833 | 1.11671 |
| 216 | 14 | 13.4208 | 0.579212 |
| 217 | 17 | 15.0627 | 1.93734 |
| 218 | 14 | 14.3279 | -0.327917 |
| 219 | 13 | 11.9903 | 1.00971 |
| 220 | 15 | 15.6159 | -0.615892 |
| 221 | 13 | 15.0225 | -2.02249 |
| 222 | 14 | 14.5733 | -0.573303 |
| 223 | 15 | 14.5664 | 0.433554 |
| 224 | 12 | 13.4585 | -1.45853 |
| 225 | 13 | 12.8043 | 0.195719 |
| 226 | 8 | 11.9669 | -3.96687 |
| 227 | 14 | 14.3097 | -0.309683 |
| 228 | 14 | 13.2737 | 0.726256 |
| 229 | 11 | 12.3433 | -1.34327 |
| 230 | 12 | 13.161 | -1.161 |
| 231 | 13 | 11.4799 | 1.52007 |
| 232 | 10 | 13.465 | -3.46504 |
| 233 | 16 | 11.7005 | 4.29955 |
| 234 | 18 | 16.4559 | 1.54413 |
| 235 | 13 | 14.3054 | -1.3054 |
| 236 | 11 | 13.6549 | -2.65492 |
| 237 | 4 | 11.17 | -7.17003 |
| 238 | 13 | 14.8152 | -1.81521 |
| 239 | 16 | 14.5924 | 1.40764 |
| 240 | 10 | 11.9287 | -1.92873 |
| 241 | 12 | 12.4072 | -0.407197 |
| 242 | 12 | 13.7956 | -1.7956 |
| 243 | 10 | 8.88634 | 1.11366 |
| 244 | 13 | 11.277 | 1.72299 |
| 245 | 15 | 14.0926 | 0.907373 |
| 246 | 12 | 12.0468 | -0.0467702 |
| 247 | 14 | 13.1539 | 0.846117 |
| 248 | 10 | 12.8903 | -2.89029 |
| 249 | 12 | 10.801 | 1.19903 |
| 250 | 12 | 11.8839 | 0.116066 |
| 251 | 11 | 12.1379 | -1.13792 |
| 252 | 10 | 11.8623 | -1.86226 |
| 253 | 12 | 11.6631 | 0.336856 |
| 254 | 16 | 13.1782 | 2.82178 |
| 255 | 12 | 13.7152 | -1.71521 |
| 256 | 14 | 14.2641 | -0.264088 |
| 257 | 16 | 14.6812 | 1.31881 |
| 258 | 14 | 11.8239 | 2.17607 |
| 259 | 13 | 14.7816 | -1.78164 |
| 260 | 4 | 9.48331 | -5.48331 |
| 261 | 15 | 14.1744 | 0.825633 |
| 262 | 11 | 15.5502 | -4.55021 |
| 263 | 11 | 11.4716 | -0.471645 |
| 264 | 14 | 13.1673 | 0.832709 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 11 | 0.23445 | 0.468899 | 0.76555 |
| 12 | 0.120294 | 0.240587 | 0.879706 |
| 13 | 0.0815542 | 0.163108 | 0.918446 |
| 14 | 0.102875 | 0.20575 | 0.897125 |
| 15 | 0.058752 | 0.117504 | 0.941248 |
| 16 | 0.0391687 | 0.0783373 | 0.960831 |
| 17 | 0.0630191 | 0.126038 | 0.936981 |
| 18 | 0.255864 | 0.511729 | 0.744136 |
| 19 | 0.194217 | 0.388433 | 0.805783 |
| 20 | 0.137765 | 0.27553 | 0.862235 |
| 21 | 0.0986063 | 0.197213 | 0.901394 |
| 22 | 0.0968534 | 0.193707 | 0.903147 |
| 23 | 0.257054 | 0.514109 | 0.742946 |
| 24 | 0.321495 | 0.642991 | 0.678505 |
| 25 | 0.29487 | 0.589739 | 0.70513 |
| 26 | 0.277448 | 0.554896 | 0.722552 |
| 27 | 0.352099 | 0.704198 | 0.647901 |
| 28 | 0.36385 | 0.727699 | 0.63615 |
| 29 | 0.346786 | 0.693571 | 0.653214 |
| 30 | 0.380898 | 0.761797 | 0.619102 |
| 31 | 0.328676 | 0.657352 | 0.671324 |
| 32 | 0.289493 | 0.578986 | 0.710507 |
| 33 | 0.262491 | 0.524982 | 0.737509 |
| 34 | 0.226304 | 0.452609 | 0.773696 |
| 35 | 0.187881 | 0.375761 | 0.812119 |
| 36 | 0.30493 | 0.60986 | 0.69507 |
| 37 | 0.334971 | 0.669942 | 0.665029 |
| 38 | 0.325964 | 0.651927 | 0.674036 |
| 39 | 0.356023 | 0.712045 | 0.643977 |
| 40 | 0.334209 | 0.668419 | 0.665791 |
| 41 | 0.298001 | 0.596003 | 0.701999 |
| 42 | 0.263836 | 0.527671 | 0.736164 |
| 43 | 0.278274 | 0.556549 | 0.721726 |
| 44 | 0.236537 | 0.473073 | 0.763463 |
| 45 | 0.214442 | 0.428885 | 0.785558 |
| 46 | 0.39269 | 0.785379 | 0.60731 |
| 47 | 0.545519 | 0.908962 | 0.454481 |
| 48 | 0.496549 | 0.993098 | 0.503451 |
| 49 | 0.483216 | 0.966432 | 0.516784 |
| 50 | 0.46839 | 0.93678 | 0.53161 |
| 51 | 0.423672 | 0.847343 | 0.576328 |
| 52 | 0.378169 | 0.756338 | 0.621831 |
| 53 | 0.386604 | 0.773207 | 0.613396 |
| 54 | 0.36971 | 0.739419 | 0.63029 |
| 55 | 0.360938 | 0.721875 | 0.639062 |
| 56 | 0.339385 | 0.67877 | 0.660615 |
| 57 | 0.299778 | 0.599556 | 0.700222 |
| 58 | 0.271158 | 0.542315 | 0.728842 |
| 59 | 0.236694 | 0.473389 | 0.763306 |
| 60 | 0.242459 | 0.484917 | 0.757541 |
| 61 | 0.21865 | 0.4373 | 0.78135 |
| 62 | 0.191736 | 0.383471 | 0.808264 |
| 63 | 0.163732 | 0.327464 | 0.836268 |
| 64 | 0.137979 | 0.275958 | 0.862021 |
| 65 | 0.119074 | 0.238148 | 0.880926 |
| 66 | 0.110229 | 0.220458 | 0.889771 |
| 67 | 0.105986 | 0.211972 | 0.894014 |
| 68 | 0.223059 | 0.446117 | 0.776941 |
| 69 | 0.313039 | 0.626078 | 0.686961 |
| 70 | 0.282143 | 0.564285 | 0.717857 |
| 71 | 0.397902 | 0.795805 | 0.602098 |
| 72 | 0.359898 | 0.719796 | 0.640102 |
| 73 | 0.351565 | 0.703129 | 0.648435 |
| 74 | 0.336197 | 0.672394 | 0.663803 |
| 75 | 0.304024 | 0.608048 | 0.695976 |
| 76 | 0.369545 | 0.739089 | 0.630455 |
| 77 | 0.333818 | 0.667636 | 0.666182 |
| 78 | 0.312977 | 0.625954 | 0.687023 |
| 79 | 0.326057 | 0.652113 | 0.673943 |
| 80 | 0.298478 | 0.596957 | 0.701522 |
| 81 | 0.270342 | 0.540684 | 0.729658 |
| 82 | 0.239446 | 0.478892 | 0.760554 |
| 83 | 0.21514 | 0.430279 | 0.78486 |
| 84 | 0.187914 | 0.375827 | 0.812086 |
| 85 | 0.184607 | 0.369214 | 0.815393 |
| 86 | 0.159573 | 0.319145 | 0.840427 |
| 87 | 0.140323 | 0.280645 | 0.859677 |
| 88 | 0.130739 | 0.261478 | 0.869261 |
| 89 | 0.112976 | 0.225953 | 0.887024 |
| 90 | 0.110203 | 0.220406 | 0.889797 |
| 91 | 0.0942919 | 0.188584 | 0.905708 |
| 92 | 0.0814241 | 0.162848 | 0.918576 |
| 93 | 0.0691622 | 0.138324 | 0.930838 |
| 94 | 0.0710506 | 0.142101 | 0.928949 |
| 95 | 0.0642048 | 0.12841 | 0.935795 |
| 96 | 0.0537976 | 0.107595 | 0.946202 |
| 97 | 0.0594315 | 0.118863 | 0.940568 |
| 98 | 0.0492271 | 0.0984541 | 0.950773 |
| 99 | 0.0403638 | 0.0807276 | 0.959636 |
| 100 | 0.035315 | 0.07063 | 0.964685 |
| 101 | 0.03133 | 0.06266 | 0.96867 |
| 102 | 0.0368821 | 0.0737641 | 0.963118 |
| 103 | 0.0316514 | 0.0633028 | 0.968349 |
| 104 | 0.0285859 | 0.0571718 | 0.971414 |
| 105 | 0.0338171 | 0.0676343 | 0.966183 |
| 106 | 0.0297171 | 0.0594342 | 0.970283 |
| 107 | 0.0241331 | 0.0482662 | 0.975867 |
| 108 | 0.0240079 | 0.0480158 | 0.975992 |
| 109 | 0.0194515 | 0.038903 | 0.980548 |
| 110 | 0.0159137 | 0.0318273 | 0.984086 |
| 111 | 0.0126147 | 0.0252293 | 0.987385 |
| 112 | 0.0130381 | 0.0260763 | 0.986962 |
| 113 | 0.0116452 | 0.0232904 | 0.988355 |
| 114 | 0.0167207 | 0.0334413 | 0.983279 |
| 115 | 0.015971 | 0.031942 | 0.984029 |
| 116 | 0.0152812 | 0.0305624 | 0.984719 |
| 117 | 0.012639 | 0.0252781 | 0.987361 |
| 118 | 0.012622 | 0.0252439 | 0.987378 |
| 119 | 0.0102612 | 0.0205224 | 0.989739 |
| 120 | 0.00903803 | 0.0180761 | 0.990962 |
| 121 | 0.00735357 | 0.0147071 | 0.992646 |
| 122 | 0.0113196 | 0.0226391 | 0.98868 |
| 123 | 0.0095385 | 0.019077 | 0.990462 |
| 124 | 0.00847312 | 0.0169462 | 0.991527 |
| 125 | 0.00693556 | 0.0138711 | 0.993064 |
| 126 | 0.00565042 | 0.0113008 | 0.99435 |
| 127 | 0.00508716 | 0.0101743 | 0.994913 |
| 128 | 0.00409879 | 0.00819759 | 0.995901 |
| 129 | 0.00604887 | 0.0120977 | 0.993951 |
| 130 | 0.00655324 | 0.0131065 | 0.993447 |
| 131 | 0.0135403 | 0.0270806 | 0.98646 |
| 132 | 0.0162987 | 0.0325975 | 0.983701 |
| 133 | 0.0175824 | 0.0351647 | 0.982418 |
| 134 | 0.0169833 | 0.0339667 | 0.983017 |
| 135 | 0.0138804 | 0.0277607 | 0.98612 |
| 136 | 0.0117123 | 0.0234247 | 0.988288 |
| 137 | 0.00937464 | 0.0187493 | 0.990625 |
| 138 | 0.0114169 | 0.0228338 | 0.988583 |
| 139 | 0.00993714 | 0.0198743 | 0.990063 |
| 140 | 0.0112928 | 0.0225856 | 0.988707 |
| 141 | 0.0175166 | 0.0350331 | 0.982483 |
| 142 | 0.015929 | 0.0318579 | 0.984071 |
| 143 | 0.0126832 | 0.0253663 | 0.987317 |
| 144 | 0.0134458 | 0.0268917 | 0.986554 |
| 145 | 0.0256403 | 0.0512806 | 0.97436 |
| 146 | 0.0314184 | 0.0628368 | 0.968582 |
| 147 | 0.0329796 | 0.0659592 | 0.96702 |
| 148 | 0.0297734 | 0.0595468 | 0.970227 |
| 149 | 0.0248127 | 0.0496255 | 0.975187 |
| 150 | 0.0344362 | 0.0688725 | 0.965564 |
| 151 | 0.0297124 | 0.0594248 | 0.970288 |
| 152 | 0.0312807 | 0.0625613 | 0.968719 |
| 153 | 0.0638804 | 0.127761 | 0.93612 |
| 154 | 0.0627614 | 0.125523 | 0.937239 |
| 155 | 0.0721748 | 0.14435 | 0.927825 |
| 156 | 0.0617479 | 0.123496 | 0.938252 |
| 157 | 0.0551629 | 0.110326 | 0.944837 |
| 158 | 0.0482704 | 0.0965408 | 0.95173 |
| 159 | 0.0472261 | 0.0944522 | 0.952774 |
| 160 | 0.040493 | 0.0809861 | 0.959507 |
| 161 | 0.0334124 | 0.0668249 | 0.966588 |
| 162 | 0.0274668 | 0.0549336 | 0.972533 |
| 163 | 0.0228757 | 0.0457513 | 0.977124 |
| 164 | 0.0192964 | 0.0385928 | 0.980704 |
| 165 | 0.0169354 | 0.0338707 | 0.983065 |
| 166 | 0.0171843 | 0.0343686 | 0.982816 |
| 167 | 0.0138076 | 0.0276152 | 0.986192 |
| 168 | 0.0203736 | 0.0407472 | 0.979626 |
| 169 | 0.0201929 | 0.0403858 | 0.979807 |
| 170 | 0.018858 | 0.037716 | 0.981142 |
| 171 | 0.018135 | 0.0362699 | 0.981865 |
| 172 | 0.0146942 | 0.0293884 | 0.985306 |
| 173 | 0.0147423 | 0.0294846 | 0.985258 |
| 174 | 0.0164226 | 0.0328452 | 0.983577 |
| 175 | 0.0219495 | 0.0438989 | 0.978051 |
| 176 | 0.0176532 | 0.0353063 | 0.982347 |
| 177 | 0.0143827 | 0.0287654 | 0.985617 |
| 178 | 0.0117427 | 0.0234855 | 0.988257 |
| 179 | 0.00919216 | 0.0183843 | 0.990808 |
| 180 | 0.00800536 | 0.0160107 | 0.991995 |
| 181 | 0.0066036 | 0.0132072 | 0.993396 |
| 182 | 0.00534522 | 0.0106904 | 0.994655 |
| 183 | 0.00560937 | 0.0112187 | 0.994391 |
| 184 | 0.00443647 | 0.00887295 | 0.995564 |
| 185 | 0.0940865 | 0.188173 | 0.905913 |
| 186 | 0.0816846 | 0.163369 | 0.918315 |
| 187 | 0.092844 | 0.185688 | 0.907156 |
| 188 | 0.0802127 | 0.160425 | 0.919787 |
| 189 | 0.0679596 | 0.135919 | 0.93204 |
| 190 | 0.0563561 | 0.112712 | 0.943644 |
| 191 | 0.0497112 | 0.0994223 | 0.950289 |
| 192 | 0.0419612 | 0.0839224 | 0.958039 |
| 193 | 0.0487155 | 0.0974311 | 0.951284 |
| 194 | 0.0522891 | 0.104578 | 0.947711 |
| 195 | 0.0443812 | 0.0887623 | 0.955619 |
| 196 | 0.0370263 | 0.0740527 | 0.962974 |
| 197 | 0.0483157 | 0.0966314 | 0.951684 |
| 198 | 0.0395863 | 0.0791726 | 0.960414 |
| 199 | 0.0367012 | 0.0734023 | 0.963299 |
| 200 | 0.0310399 | 0.0620797 | 0.96896 |
| 201 | 0.029222 | 0.0584439 | 0.970778 |
| 202 | 0.0243806 | 0.0487611 | 0.975619 |
| 203 | 0.0313054 | 0.0626107 | 0.968695 |
| 204 | 0.0356803 | 0.0713606 | 0.96432 |
| 205 | 0.0389063 | 0.0778127 | 0.961094 |
| 206 | 0.0308792 | 0.0617583 | 0.969121 |
| 207 | 0.0303422 | 0.0606844 | 0.969658 |
| 208 | 0.0249499 | 0.0498997 | 0.97505 |
| 209 | 0.0278681 | 0.0557363 | 0.972132 |
| 210 | 0.0225417 | 0.0450835 | 0.977458 |
| 211 | 0.0249775 | 0.0499551 | 0.975022 |
| 212 | 0.0399735 | 0.079947 | 0.960026 |
| 213 | 0.0315871 | 0.0631742 | 0.968413 |
| 214 | 0.0441589 | 0.0883179 | 0.955841 |
| 215 | 0.0380593 | 0.0761186 | 0.961941 |
| 216 | 0.0297508 | 0.0595017 | 0.970249 |
| 217 | 0.0321955 | 0.0643911 | 0.967804 |
| 218 | 0.0275295 | 0.055059 | 0.972471 |
| 219 | 0.0247418 | 0.0494836 | 0.975258 |
| 220 | 0.0189634 | 0.0379268 | 0.981037 |
| 221 | 0.0168947 | 0.0337895 | 0.983105 |
| 222 | 0.0124206 | 0.0248413 | 0.987579 |
| 223 | 0.00931174 | 0.0186235 | 0.990688 |
| 224 | 0.00750212 | 0.0150042 | 0.992498 |
| 225 | 0.00654706 | 0.0130941 | 0.993453 |
| 226 | 0.0149952 | 0.0299904 | 0.985005 |
| 227 | 0.0115416 | 0.0230832 | 0.988458 |
| 228 | 0.00835032 | 0.0167006 | 0.99165 |
| 229 | 0.00609683 | 0.0121937 | 0.993903 |
| 230 | 0.00441036 | 0.00882073 | 0.99559 |
| 231 | 0.00439461 | 0.00878923 | 0.995605 |
| 232 | 0.00814498 | 0.01629 | 0.991855 |
| 233 | 0.0377565 | 0.0755131 | 0.962243 |
| 234 | 0.0542942 | 0.108588 | 0.945706 |
| 235 | 0.0405066 | 0.0810132 | 0.959493 |
| 236 | 0.0361101 | 0.0722202 | 0.96389 |
| 237 | 0.246506 | 0.493011 | 0.753494 |
| 238 | 0.200782 | 0.401564 | 0.799218 |
| 239 | 0.180044 | 0.360089 | 0.819956 |
| 240 | 0.142129 | 0.284257 | 0.857871 |
| 241 | 0.113707 | 0.227415 | 0.886293 |
| 242 | 0.0945301 | 0.18906 | 0.90547 |
| 243 | 0.0879023 | 0.175805 | 0.912098 |
| 244 | 0.15355 | 0.307101 | 0.84645 |
| 245 | 0.13763 | 0.275261 | 0.86237 |
| 246 | 0.110109 | 0.220219 | 0.889891 |
| 247 | 0.0777706 | 0.155541 | 0.922229 |
| 248 | 0.0666948 | 0.13339 | 0.933305 |
| 249 | 0.0624888 | 0.124978 | 0.937511 |
| 250 | 0.077381 | 0.154762 | 0.922619 |
| 251 | 0.046055 | 0.09211 | 0.953945 |
| 252 | 0.112286 | 0.224571 | 0.887714 |
| 253 | 0.234999 | 0.469997 | 0.765001 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 4 | 0.0164609 | NOK |
| 5% type I error level | 79 | 0.325103 | NOK |
| 10% type I error level | 128 | 0.526749 | NOK |
