| Multiple Linear Regression - Estimated Regression Equation |
| Software[t] = + 2.06285 + 0.452576Pop[t] + 0.23917Gender[t] -0.0132556Connected[t] + 0.0243562Separate[t] + 0.547343Learning[t] -0.00908693Happiness[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) | 2.06285 | 1.16646 | 1.768 | 0.0780658 | 0.0390329 |
| Pop | 0.452576 | 0.234148 | 1.933 | 0.0542572 | 0.0271286 |
| Gender | 0.23917 | 0.219332 | 1.09 | 0.27645 | 0.138225 |
| Connected | -0.0132556 | 0.0310483 | -0.4269 | 0.669755 | 0.334878 |
| Separate | 0.0243562 | 0.0322495 | 0.7552 | 0.450736 | 0.225368 |
| Learning | 0.547343 | 0.0453747 | 12.06 | 2.79257e-27 | 1.39628e-27 |
| Happiness | -0.00908693 | 0.0448204 | -0.2027 | 0.839484 | 0.419742 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.664439 |
| R-squared | 0.441479 |
| Adjusted R-squared | 0.429553 |
| F-TEST (value) | 37.019 |
| F-TEST (DF numerator) | 6 |
| F-TEST (DF denominator) | 281 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 1.77967 |
| Sum Squared Residuals | 889.986 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 12 | 10.1249 | 1.8751 |
| 2 | 11 | 11.611 | -0.610959 |
| 3 | 15 | 13.509 | 1.49103 |
| 4 | 6 | 11.0094 | -5.00937 |
| 5 | 13 | 10.7225 | 2.27749 |
| 6 | 10 | 9.94888 | 0.0511173 |
| 7 | 12 | 13.265 | -1.26498 |
| 8 | 14 | 11.2637 | 2.73633 |
| 9 | 12 | 10.6564 | 1.34363 |
| 10 | 9 | 11.2635 | -2.26353 |
| 11 | 10 | 11.3698 | -1.36978 |
| 12 | 12 | 11.6904 | 0.309648 |
| 13 | 12 | 11.5308 | 0.469191 |
| 14 | 11 | 11.7753 | -0.775271 |
| 15 | 15 | 12.3596 | 2.64038 |
| 16 | 12 | 10.9779 | 1.02206 |
| 17 | 10 | 10.9006 | -0.900561 |
| 18 | 12 | 13.9688 | -1.96881 |
| 19 | 11 | 12.649 | -1.64896 |
| 20 | 12 | 11.7219 | 0.278078 |
| 21 | 11 | 11.4889 | -0.488935 |
| 22 | 12 | 11.7563 | 0.243744 |
| 23 | 13 | 13.4355 | -0.435475 |
| 24 | 11 | 11.8625 | -0.862486 |
| 25 | 12 | 11.9282 | 0.07178 |
| 26 | 13 | 12.2136 | 0.786426 |
| 27 | 10 | 11.5028 | -1.5028 |
| 28 | 14 | 11.3013 | 2.69872 |
| 29 | 12 | 11.7421 | 0.25789 |
| 30 | 10 | 10.4313 | -0.431345 |
| 31 | 12 | 11.1635 | 0.836522 |
| 32 | 8 | 9.38692 | -1.38692 |
| 33 | 10 | 10.5275 | -0.527514 |
| 34 | 12 | 11.8263 | 0.173721 |
| 35 | 12 | 10.331 | 1.66898 |
| 36 | 7 | 8.22305 | -1.22305 |
| 37 | 9 | 8.27771 | 0.722289 |
| 38 | 12 | 10.3685 | 1.63151 |
| 39 | 10 | 11.7282 | -1.72825 |
| 40 | 10 | 11.4946 | -1.4946 |
| 41 | 10 | 11.4256 | -1.42556 |
| 42 | 12 | 10.6251 | 1.37492 |
| 43 | 15 | 13.5926 | 1.40741 |
| 44 | 10 | 10.409 | -0.409003 |
| 45 | 10 | 10.4594 | -0.459364 |
| 46 | 12 | 9.03743 | 2.96257 |
| 47 | 13 | 10.7273 | 2.27272 |
| 48 | 11 | 11.2191 | -0.219123 |
| 49 | 11 | 11.806 | -0.80595 |
| 50 | 12 | 10.3358 | 1.66421 |
| 51 | 14 | 11.8681 | 2.13194 |
| 52 | 10 | 10.3575 | -0.357527 |
| 53 | 12 | 9.36317 | 2.63683 |
| 54 | 13 | 11.8779 | 1.1221 |
| 55 | 5 | 7.6877 | -2.6877 |
| 56 | 6 | 10.6431 | -4.64311 |
| 57 | 12 | 11.6778 | 0.322154 |
| 58 | 12 | 11.8195 | 0.180512 |
| 59 | 11 | 11.0029 | -0.00290371 |
| 60 | 10 | 11.7672 | -1.76722 |
| 61 | 7 | 9.29516 | -2.29516 |
| 62 | 12 | 11.4792 | 0.520808 |
| 63 | 14 | 11.8139 | 2.18609 |
| 64 | 11 | 10.7317 | 0.268267 |
| 65 | 12 | 11.6801 | 0.319858 |
| 66 | 13 | 12.1666 | 0.833368 |
| 67 | 14 | 12.8821 | 1.11791 |
| 68 | 11 | 12.5185 | -1.51852 |
| 69 | 12 | 9.6437 | 2.3563 |
| 70 | 12 | 11.5739 | 0.426146 |
| 71 | 8 | 8.23476 | -0.234757 |
| 72 | 11 | 10.7866 | 0.213372 |
| 73 | 14 | 12.9697 | 1.03032 |
| 74 | 14 | 12.7262 | 1.2738 |
| 75 | 12 | 11.3617 | 0.638279 |
| 76 | 9 | 12.1641 | -3.16411 |
| 77 | 13 | 11.7683 | 1.23166 |
| 78 | 11 | 11.6983 | -0.698316 |
| 79 | 12 | 9.87847 | 2.12153 |
| 80 | 12 | 11.322 | 0.678046 |
| 81 | 12 | 11.576 | 0.423991 |
| 82 | 12 | 11.813 | 0.186977 |
| 83 | 12 | 10.8935 | 1.10651 |
| 84 | 11 | 11.2324 | -0.232378 |
| 85 | 10 | 11.7025 | -1.70248 |
| 86 | 9 | 10.4881 | -1.48811 |
| 87 | 12 | 11.7756 | 0.224447 |
| 88 | 12 | 11.7889 | 0.21105 |
| 89 | 12 | 11.2675 | 0.732538 |
| 90 | 9 | 9.63414 | -0.634142 |
| 91 | 15 | 12.2435 | 2.7565 |
| 92 | 12 | 11.9104 | 0.0895517 |
| 93 | 12 | 11.0953 | 0.904672 |
| 94 | 12 | 10.0982 | 1.90179 |
| 95 | 10 | 11.7266 | -1.72656 |
| 96 | 13 | 11.7651 | 1.23494 |
| 97 | 9 | 11.676 | -2.67597 |
| 98 | 12 | 11.4561 | 0.5439 |
| 99 | 10 | 10.4946 | -0.494577 |
| 100 | 14 | 11.7307 | 2.26927 |
| 101 | 11 | 11.5259 | -0.525891 |
| 102 | 15 | 13.9801 | 1.01995 |
| 103 | 11 | 10.8834 | 0.116581 |
| 104 | 11 | 11.8882 | -0.888247 |
| 105 | 12 | 9.79829 | 2.20171 |
| 106 | 12 | 12.2628 | -0.262801 |
| 107 | 12 | 11.543 | 0.456967 |
| 108 | 11 | 11.5573 | -0.55732 |
| 109 | 7 | 9.68482 | -2.68482 |
| 110 | 12 | 11.8062 | 0.193767 |
| 111 | 14 | 11.805 | 2.19503 |
| 112 | 11 | 12.5157 | -1.51573 |
| 113 | 10 | 9.49681 | 0.503191 |
| 114 | 13 | 12.5112 | 0.488839 |
| 115 | 13 | 10.827 | 2.173 |
| 116 | 8 | 10.8137 | -2.81375 |
| 117 | 11 | 10.1579 | 0.842121 |
| 118 | 12 | 11.758 | 0.242012 |
| 119 | 11 | 9.9856 | 1.0144 |
| 120 | 13 | 11.6316 | 1.36843 |
| 121 | 12 | 10.1799 | 1.82006 |
| 122 | 14 | 11.8109 | 2.18913 |
| 123 | 13 | 11.1063 | 1.89371 |
| 124 | 15 | 11.7868 | 3.21321 |
| 125 | 10 | 10.8335 | -0.833533 |
| 126 | 11 | 12.2716 | -1.27161 |
| 127 | 9 | 11.2315 | -2.23149 |
| 128 | 11 | 9.52622 | 1.47378 |
| 129 | 10 | 11.5344 | -1.53437 |
| 130 | 11 | 8.31532 | 2.68468 |
| 131 | 8 | 11.7467 | -3.74675 |
| 132 | 11 | 9.32003 | 1.67997 |
| 133 | 12 | 10.477 | 1.52299 |
| 134 | 12 | 11.1015 | 0.89849 |
| 135 | 9 | 9.69562 | -0.695617 |
| 136 | 11 | 11.0001 | -0.000140293 |
| 137 | 10 | 9.13022 | 0.869781 |
| 138 | 8 | 9.55058 | -1.55058 |
| 139 | 9 | 8.85962 | 0.14038 |
| 140 | 8 | 11.7797 | -3.77972 |
| 141 | 9 | 11.0837 | -2.0837 |
| 142 | 15 | 12.387 | 2.61298 |
| 143 | 11 | 11.2859 | -0.285889 |
| 144 | 8 | 8.30746 | -0.307461 |
| 145 | 13 | 12.6948 | 0.305172 |
| 146 | 12 | 9.93056 | 2.06944 |
| 147 | 12 | 11.4947 | 0.505256 |
| 148 | 9 | 9.86456 | -0.864564 |
| 149 | 7 | 8.52882 | -1.52882 |
| 150 | 13 | 11.1911 | 1.80893 |
| 151 | 9 | 11.6024 | -2.60238 |
| 152 | 6 | 11.889 | -5.889 |
| 153 | 8 | 10.66 | -2.66002 |
| 154 | 8 | 8.42751 | -0.427511 |
| 155 | 6 | 10.2198 | -4.21985 |
| 156 | 9 | 11.2315 | -2.23149 |
| 157 | 11 | 11.7227 | -0.722672 |
| 158 | 8 | 9.71503 | -1.71503 |
| 159 | 10 | 9.36281 | 0.637192 |
| 160 | 8 | 8.72609 | -0.726095 |
| 161 | 14 | 11.5223 | 2.47766 |
| 162 | 10 | 10.9205 | -0.920507 |
| 163 | 8 | 7.84888 | 0.151118 |
| 164 | 11 | 10.0045 | 0.995469 |
| 165 | 12 | 8.47802 | 3.52198 |
| 166 | 12 | 9.81055 | 2.18945 |
| 167 | 12 | 11.2818 | 0.718156 |
| 168 | 5 | 8.7956 | -3.7956 |
| 169 | 12 | 11.3381 | 0.661895 |
| 170 | 10 | 8.85818 | 1.14182 |
| 171 | 7 | 7.33448 | -0.334476 |
| 172 | 12 | 8.92953 | 3.07047 |
| 173 | 11 | 10.5832 | 0.416838 |
| 174 | 8 | 9.10166 | -1.10166 |
| 175 | 9 | 8.85495 | 0.145051 |
| 176 | 10 | 10.1636 | -0.163559 |
| 177 | 9 | 9.16765 | -0.167655 |
| 178 | 12 | 11.3319 | 0.668077 |
| 179 | 6 | 8.23224 | -2.23224 |
| 180 | 15 | 12.792 | 2.20803 |
| 181 | 12 | 10.4215 | 1.57853 |
| 182 | 12 | 6.92573 | 5.07427 |
| 183 | 12 | 11.394 | 0.605968 |
| 184 | 11 | 11.5914 | -0.591384 |
| 185 | 7 | 8.97191 | -1.97191 |
| 186 | 7 | 8.27632 | -1.27632 |
| 187 | 5 | 8.43632 | -3.43632 |
| 188 | 12 | 10.3175 | 1.68248 |
| 189 | 12 | 11.4028 | 0.597164 |
| 190 | 3 | 9.11342 | -6.11342 |
| 191 | 11 | 11.3968 | -0.396795 |
| 192 | 10 | 9.6364 | 0.363597 |
| 193 | 12 | 10.599 | 1.40096 |
| 194 | 9 | 11.2367 | -2.23665 |
| 195 | 12 | 11.396 | 0.603955 |
| 196 | 9 | 10.0193 | -1.01929 |
| 197 | 12 | 11.0716 | 0.928416 |
| 198 | 10 | 10.0019 | -0.00190838 |
| 199 | 9 | 8.2335 | 0.766495 |
| 200 | 12 | 8.84155 | 3.15845 |
| 201 | 8 | 10.7665 | -2.76655 |
| 202 | 11 | 10.802 | 0.197997 |
| 203 | 11 | 11.3695 | -0.369534 |
| 204 | 12 | 11.0878 | 0.912166 |
| 205 | 10 | 8.29205 | 1.70795 |
| 206 | 10 | 10.4807 | -0.480678 |
| 207 | 12 | 9.14143 | 2.85857 |
| 208 | 12 | 9.01378 | 2.98622 |
| 209 | 11 | 10.6988 | 0.301239 |
| 210 | 8 | 10.5639 | -2.56387 |
| 211 | 12 | 11.3481 | 0.651917 |
| 212 | 10 | 9.82711 | 0.172895 |
| 213 | 11 | 11.8674 | -0.867416 |
| 214 | 10 | 10.1488 | -0.148757 |
| 215 | 8 | 9.48089 | -1.48089 |
| 216 | 12 | 10.8486 | 1.15144 |
| 217 | 12 | 9.41817 | 2.58183 |
| 218 | 10 | 9.95338 | 0.0466191 |
| 219 | 12 | 10.7633 | 1.23673 |
| 220 | 9 | 8.86315 | 0.136855 |
| 221 | 6 | 6.98802 | -0.988023 |
| 222 | 10 | 9.92148 | 0.0785158 |
| 223 | 9 | 10.0073 | -1.00729 |
| 224 | 9 | 8.364 | 0.636 |
| 225 | 9 | 8.93279 | 0.0672053 |
| 226 | 6 | 9.57027 | -3.57027 |
| 227 | 10 | 7.94261 | 2.05739 |
| 228 | 6 | 11.088 | -5.08798 |
| 229 | 14 | 12.2964 | 1.70365 |
| 230 | 10 | 9.6008 | 0.399195 |
| 231 | 10 | 8.26152 | 1.73848 |
| 232 | 6 | 4.38341 | 1.61659 |
| 233 | 12 | 9.2406 | 2.7594 |
| 234 | 12 | 11.3393 | 0.660722 |
| 235 | 7 | 7.67656 | -0.67656 |
| 236 | 8 | 8.94343 | -0.943428 |
| 237 | 11 | 8.9468 | 2.0532 |
| 238 | 3 | 7.73806 | -4.73806 |
| 239 | 6 | 9.40908 | -3.40908 |
| 240 | 8 | 8.99907 | -0.999072 |
| 241 | 9 | 10.0358 | -1.03582 |
| 242 | 9 | 7.95044 | 1.04956 |
| 243 | 8 | 9.0389 | -1.0389 |
| 244 | 9 | 8.96986 | 0.0301433 |
| 245 | 7 | 8.36451 | -1.36451 |
| 246 | 7 | 7.76012 | -0.760121 |
| 247 | 6 | 9.10292 | -3.10292 |
| 248 | 9 | 11.2834 | -2.28335 |
| 249 | 10 | 8.83523 | 1.16477 |
| 250 | 11 | 9.96968 | 1.03032 |
| 251 | 12 | 11.1758 | 0.824201 |
| 252 | 8 | 10.2515 | -2.25152 |
| 253 | 11 | 9.61884 | 1.38116 |
| 254 | 3 | 4.66727 | -1.66727 |
| 255 | 11 | 10.7577 | 0.242258 |
| 256 | 12 | 8.42217 | 3.57783 |
| 257 | 7 | 8.36662 | -1.36662 |
| 258 | 9 | 9.99343 | -0.99343 |
| 259 | 12 | 10.5247 | 1.47529 |
| 260 | 8 | 10.227 | -2.22703 |
| 261 | 11 | 9.43944 | 1.56056 |
| 262 | 8 | 8.2677 | -0.267698 |
| 263 | 10 | 10.7184 | -0.718443 |
| 264 | 8 | 8.3196 | -0.319597 |
| 265 | 7 | 9.4578 | -2.4578 |
| 266 | 8 | 9.55931 | -1.55931 |
| 267 | 10 | 11.277 | -1.27703 |
| 268 | 8 | 9.56229 | -1.56229 |
| 269 | 12 | 11.3543 | 0.645735 |
| 270 | 14 | 11.0644 | 2.93563 |
| 271 | 7 | 9.0749 | -2.0749 |
| 272 | 6 | 6.26602 | -0.266018 |
| 273 | 11 | 11.0442 | -0.0441816 |
| 274 | 4 | 5.40407 | -1.40407 |
| 275 | 9 | 11.1638 | -2.16381 |
| 276 | 5 | 4.25161 | 0.74839 |
| 277 | 9 | 8.84342 | 0.156575 |
| 278 | 11 | 10.4612 | 0.53876 |
| 279 | 12 | 10.2192 | 1.7808 |
| 280 | 9 | 8.37004 | 0.629959 |
| 281 | 12 | 10.9354 | 1.06463 |
| 282 | 10 | 10.7867 | -0.786734 |
| 283 | 9 | 8.86127 | 0.138727 |
| 284 | 6 | 5.80079 | 0.199214 |
| 285 | 10 | 11.1433 | -1.14334 |
| 286 | 9 | 7.79052 | 1.20948 |
| 287 | 13 | 10.8966 | 2.10338 |
| 288 | 12 | 10.2437 | 1.7563 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 10 | 0.728427 | 0.543147 | 0.271573 |
| 11 | 0.932111 | 0.135777 | 0.0678887 |
| 12 | 0.883928 | 0.232145 | 0.116072 |
| 13 | 0.907996 | 0.184008 | 0.0920039 |
| 14 | 0.882919 | 0.234163 | 0.117081 |
| 15 | 0.893372 | 0.213255 | 0.106628 |
| 16 | 0.901444 | 0.197111 | 0.0985557 |
| 17 | 0.860478 | 0.279044 | 0.139522 |
| 18 | 0.850882 | 0.298235 | 0.149118 |
| 19 | 0.800876 | 0.398249 | 0.199124 |
| 20 | 0.741527 | 0.516946 | 0.258473 |
| 21 | 0.680045 | 0.639909 | 0.319955 |
| 22 | 0.61198 | 0.776039 | 0.38802 |
| 23 | 0.538948 | 0.922104 | 0.461052 |
| 24 | 0.51466 | 0.970681 | 0.48534 |
| 25 | 0.513178 | 0.973645 | 0.486822 |
| 26 | 0.479991 | 0.959982 | 0.520009 |
| 27 | 0.421396 | 0.842792 | 0.578604 |
| 28 | 0.42569 | 0.851381 | 0.57431 |
| 29 | 0.365084 | 0.730169 | 0.634916 |
| 30 | 0.306802 | 0.613604 | 0.693198 |
| 31 | 0.254355 | 0.508709 | 0.745645 |
| 32 | 0.248959 | 0.497918 | 0.751041 |
| 33 | 0.217421 | 0.434842 | 0.782579 |
| 34 | 0.178369 | 0.356738 | 0.821631 |
| 35 | 0.217868 | 0.435736 | 0.782132 |
| 36 | 0.201215 | 0.40243 | 0.798785 |
| 37 | 0.165356 | 0.330713 | 0.834644 |
| 38 | 0.193459 | 0.386919 | 0.806541 |
| 39 | 0.206894 | 0.413788 | 0.793106 |
| 40 | 0.177929 | 0.355859 | 0.822071 |
| 41 | 0.149026 | 0.298053 | 0.850974 |
| 42 | 0.126655 | 0.253311 | 0.873345 |
| 43 | 0.183568 | 0.367137 | 0.816432 |
| 44 | 0.151176 | 0.302352 | 0.848824 |
| 45 | 0.128676 | 0.257351 | 0.871324 |
| 46 | 0.137559 | 0.275118 | 0.862441 |
| 47 | 0.130673 | 0.261347 | 0.869327 |
| 48 | 0.109771 | 0.219543 | 0.890229 |
| 49 | 0.0988039 | 0.197608 | 0.901196 |
| 50 | 0.103124 | 0.206247 | 0.896876 |
| 51 | 0.10656 | 0.213119 | 0.89344 |
| 52 | 0.0862255 | 0.172451 | 0.913774 |
| 53 | 0.104473 | 0.208946 | 0.895527 |
| 54 | 0.086456 | 0.172912 | 0.913544 |
| 55 | 0.147758 | 0.295516 | 0.852242 |
| 56 | 0.431409 | 0.862818 | 0.568591 |
| 57 | 0.388469 | 0.776938 | 0.611531 |
| 58 | 0.34687 | 0.69374 | 0.65313 |
| 59 | 0.306952 | 0.613905 | 0.693048 |
| 60 | 0.324717 | 0.649434 | 0.675283 |
| 61 | 0.340601 | 0.681201 | 0.659399 |
| 62 | 0.311522 | 0.623044 | 0.688478 |
| 63 | 0.315766 | 0.631532 | 0.684234 |
| 64 | 0.279619 | 0.559239 | 0.720381 |
| 65 | 0.246153 | 0.492306 | 0.753847 |
| 66 | 0.221143 | 0.442287 | 0.778857 |
| 67 | 0.197421 | 0.394841 | 0.802579 |
| 68 | 0.176192 | 0.352385 | 0.823808 |
| 69 | 0.171067 | 0.342135 | 0.828933 |
| 70 | 0.148045 | 0.29609 | 0.851955 |
| 71 | 0.127234 | 0.254468 | 0.872766 |
| 72 | 0.108818 | 0.217637 | 0.891182 |
| 73 | 0.0932955 | 0.186591 | 0.906704 |
| 74 | 0.0833993 | 0.166799 | 0.916601 |
| 75 | 0.0802502 | 0.1605 | 0.91975 |
| 76 | 0.117198 | 0.234395 | 0.882802 |
| 77 | 0.103749 | 0.207498 | 0.896251 |
| 78 | 0.0886864 | 0.177373 | 0.911314 |
| 79 | 0.102925 | 0.20585 | 0.897075 |
| 80 | 0.100437 | 0.200875 | 0.899563 |
| 81 | 0.0847186 | 0.169437 | 0.915281 |
| 82 | 0.0711077 | 0.142215 | 0.928892 |
| 83 | 0.0655142 | 0.131028 | 0.934486 |
| 84 | 0.0548105 | 0.109621 | 0.94519 |
| 85 | 0.0532257 | 0.106451 | 0.946774 |
| 86 | 0.0554662 | 0.110932 | 0.944534 |
| 87 | 0.0455281 | 0.0910563 | 0.954472 |
| 88 | 0.0371096 | 0.0742192 | 0.96289 |
| 89 | 0.0306307 | 0.0612614 | 0.969369 |
| 90 | 0.0270787 | 0.0541573 | 0.972921 |
| 91 | 0.038591 | 0.0771821 | 0.961409 |
| 92 | 0.0324988 | 0.0649976 | 0.967501 |
| 93 | 0.0285154 | 0.0570308 | 0.971485 |
| 94 | 0.0291594 | 0.0583188 | 0.970841 |
| 95 | 0.0303528 | 0.0607056 | 0.969647 |
| 96 | 0.0265363 | 0.0530726 | 0.973464 |
| 97 | 0.0354602 | 0.0709203 | 0.96454 |
| 98 | 0.0301769 | 0.0603539 | 0.969823 |
| 99 | 0.0249809 | 0.0499618 | 0.975019 |
| 100 | 0.0284173 | 0.0568346 | 0.971583 |
| 101 | 0.0233088 | 0.0466175 | 0.976691 |
| 102 | 0.0199988 | 0.0399976 | 0.980001 |
| 103 | 0.0162698 | 0.0325397 | 0.98373 |
| 104 | 0.0149152 | 0.0298304 | 0.985085 |
| 105 | 0.0171431 | 0.0342862 | 0.982857 |
| 106 | 0.0137587 | 0.0275174 | 0.986241 |
| 107 | 0.0110071 | 0.0220141 | 0.988993 |
| 108 | 0.00892829 | 0.0178566 | 0.991072 |
| 109 | 0.0163297 | 0.0326594 | 0.98367 |
| 110 | 0.0130872 | 0.0261743 | 0.986913 |
| 111 | 0.0144751 | 0.0289501 | 0.985525 |
| 112 | 0.0150595 | 0.0301189 | 0.984941 |
| 113 | 0.0121939 | 0.0243878 | 0.987806 |
| 114 | 0.0100477 | 0.0200954 | 0.989952 |
| 115 | 0.0109787 | 0.0219574 | 0.989021 |
| 116 | 0.0174474 | 0.0348947 | 0.982553 |
| 117 | 0.0146963 | 0.0293927 | 0.985304 |
| 118 | 0.0118098 | 0.0236196 | 0.98819 |
| 119 | 0.0101843 | 0.0203686 | 0.989816 |
| 120 | 0.00940733 | 0.0188147 | 0.990593 |
| 121 | 0.009639 | 0.019278 | 0.990361 |
| 122 | 0.0112973 | 0.0225946 | 0.988703 |
| 123 | 0.0121587 | 0.0243174 | 0.987841 |
| 124 | 0.0216553 | 0.0433106 | 0.978345 |
| 125 | 0.0178597 | 0.0357194 | 0.98214 |
| 126 | 0.0157701 | 0.0315401 | 0.98423 |
| 127 | 0.0178948 | 0.0357895 | 0.982105 |
| 128 | 0.0173496 | 0.0346991 | 0.98265 |
| 129 | 0.0158822 | 0.0317645 | 0.984118 |
| 130 | 0.0215316 | 0.0430632 | 0.978468 |
| 131 | 0.0401609 | 0.0803219 | 0.959839 |
| 132 | 0.0406312 | 0.0812624 | 0.959369 |
| 133 | 0.0415673 | 0.0831347 | 0.958433 |
| 134 | 0.0376829 | 0.0753658 | 0.962317 |
| 135 | 0.0322386 | 0.0644772 | 0.967761 |
| 136 | 0.026983 | 0.0539659 | 0.973017 |
| 137 | 0.0253368 | 0.0506736 | 0.974663 |
| 138 | 0.0242574 | 0.0485147 | 0.975743 |
| 139 | 0.0208126 | 0.0416252 | 0.979187 |
| 140 | 0.0387895 | 0.077579 | 0.961211 |
| 141 | 0.0391049 | 0.0782098 | 0.960895 |
| 142 | 0.0565935 | 0.113187 | 0.943407 |
| 143 | 0.0476498 | 0.0952996 | 0.95235 |
| 144 | 0.0402957 | 0.0805915 | 0.959704 |
| 145 | 0.0354957 | 0.0709915 | 0.964504 |
| 146 | 0.0460364 | 0.0920728 | 0.953964 |
| 147 | 0.0440506 | 0.0881011 | 0.955949 |
| 148 | 0.0395291 | 0.0790582 | 0.960471 |
| 149 | 0.0367915 | 0.073583 | 0.963208 |
| 150 | 0.0513258 | 0.102652 | 0.948674 |
| 151 | 0.0522228 | 0.104446 | 0.947777 |
| 152 | 0.166017 | 0.332034 | 0.833983 |
| 153 | 0.176969 | 0.353938 | 0.823031 |
| 154 | 0.166829 | 0.333659 | 0.833171 |
| 155 | 0.23759 | 0.47518 | 0.76241 |
| 156 | 0.235014 | 0.470028 | 0.764986 |
| 157 | 0.213987 | 0.427974 | 0.786013 |
| 158 | 0.203038 | 0.406077 | 0.796962 |
| 159 | 0.182209 | 0.364418 | 0.817791 |
| 160 | 0.164331 | 0.328663 | 0.835669 |
| 161 | 0.17834 | 0.35668 | 0.82166 |
| 162 | 0.166536 | 0.333072 | 0.833464 |
| 163 | 0.146496 | 0.292992 | 0.853504 |
| 164 | 0.1317 | 0.2634 | 0.8683 |
| 165 | 0.180865 | 0.361729 | 0.819135 |
| 166 | 0.184755 | 0.369509 | 0.815245 |
| 167 | 0.166764 | 0.333528 | 0.833236 |
| 168 | 0.272531 | 0.545063 | 0.727469 |
| 169 | 0.24658 | 0.493159 | 0.75342 |
| 170 | 0.227265 | 0.45453 | 0.772735 |
| 171 | 0.206148 | 0.412297 | 0.793852 |
| 172 | 0.244481 | 0.488961 | 0.755519 |
| 173 | 0.218676 | 0.437353 | 0.781324 |
| 174 | 0.206846 | 0.413692 | 0.793154 |
| 175 | 0.183531 | 0.367062 | 0.816469 |
| 176 | 0.163016 | 0.326033 | 0.836984 |
| 177 | 0.143149 | 0.286298 | 0.856851 |
| 178 | 0.126345 | 0.252691 | 0.873655 |
| 179 | 0.140625 | 0.281249 | 0.859375 |
| 180 | 0.148518 | 0.297037 | 0.851482 |
| 181 | 0.140446 | 0.280891 | 0.859554 |
| 182 | 0.330391 | 0.660782 | 0.669609 |
| 183 | 0.306685 | 0.61337 | 0.693315 |
| 184 | 0.282607 | 0.565214 | 0.717393 |
| 185 | 0.29988 | 0.599759 | 0.70012 |
| 186 | 0.288743 | 0.577486 | 0.711257 |
| 187 | 0.378482 | 0.756965 | 0.621518 |
| 188 | 0.383747 | 0.767494 | 0.616253 |
| 189 | 0.355026 | 0.710052 | 0.644974 |
| 190 | 0.719695 | 0.56061 | 0.280305 |
| 191 | 0.689307 | 0.621385 | 0.310693 |
| 192 | 0.659234 | 0.681532 | 0.340766 |
| 193 | 0.644471 | 0.711058 | 0.355529 |
| 194 | 0.663297 | 0.673407 | 0.336703 |
| 195 | 0.637665 | 0.72467 | 0.362335 |
| 196 | 0.613621 | 0.772758 | 0.386379 |
| 197 | 0.590738 | 0.818524 | 0.409262 |
| 198 | 0.558669 | 0.882663 | 0.441331 |
| 199 | 0.525758 | 0.948484 | 0.474242 |
| 200 | 0.597639 | 0.804722 | 0.402361 |
| 201 | 0.642067 | 0.715866 | 0.357933 |
| 202 | 0.607308 | 0.785384 | 0.392692 |
| 203 | 0.571296 | 0.857409 | 0.428704 |
| 204 | 0.543423 | 0.913153 | 0.456577 |
| 205 | 0.534026 | 0.931948 | 0.465974 |
| 206 | 0.498789 | 0.997578 | 0.501211 |
| 207 | 0.567149 | 0.865701 | 0.432851 |
| 208 | 0.62617 | 0.747661 | 0.37383 |
| 209 | 0.595775 | 0.80845 | 0.404225 |
| 210 | 0.626798 | 0.746405 | 0.373202 |
| 211 | 0.597861 | 0.804279 | 0.402139 |
| 212 | 0.55945 | 0.881101 | 0.44055 |
| 213 | 0.525777 | 0.948446 | 0.474223 |
| 214 | 0.486823 | 0.973645 | 0.513177 |
| 215 | 0.475073 | 0.950146 | 0.524927 |
| 216 | 0.46333 | 0.92666 | 0.53667 |
| 217 | 0.501002 | 0.997995 | 0.498998 |
| 218 | 0.460516 | 0.921031 | 0.539484 |
| 219 | 0.448083 | 0.896166 | 0.551917 |
| 220 | 0.408873 | 0.817745 | 0.591127 |
| 221 | 0.375727 | 0.751454 | 0.624273 |
| 222 | 0.337752 | 0.675503 | 0.662248 |
| 223 | 0.309783 | 0.619567 | 0.690217 |
| 224 | 0.278693 | 0.557386 | 0.721307 |
| 225 | 0.245136 | 0.490271 | 0.754864 |
| 226 | 0.348811 | 0.697623 | 0.651189 |
| 227 | 0.39425 | 0.788499 | 0.60575 |
| 228 | 0.698374 | 0.603253 | 0.301626 |
| 229 | 0.68 | 0.639999 | 0.32 |
| 230 | 0.640146 | 0.719709 | 0.359854 |
| 231 | 0.634318 | 0.731365 | 0.365682 |
| 232 | 0.631447 | 0.737105 | 0.368553 |
| 233 | 0.672883 | 0.654235 | 0.327117 |
| 234 | 0.648688 | 0.702624 | 0.351312 |
| 235 | 0.608817 | 0.782366 | 0.391183 |
| 236 | 0.570739 | 0.858523 | 0.429261 |
| 237 | 0.637306 | 0.725388 | 0.362694 |
| 238 | 0.851833 | 0.296333 | 0.148167 |
| 239 | 0.922131 | 0.155738 | 0.077869 |
| 240 | 0.905563 | 0.188874 | 0.0944372 |
| 241 | 0.893475 | 0.213049 | 0.106525 |
| 242 | 0.884291 | 0.231418 | 0.115709 |
| 243 | 0.860671 | 0.278657 | 0.139329 |
| 244 | 0.830884 | 0.338233 | 0.169116 |
| 245 | 0.832545 | 0.334911 | 0.167455 |
| 246 | 0.808498 | 0.383004 | 0.191502 |
| 247 | 0.862589 | 0.274822 | 0.137411 |
| 248 | 0.883531 | 0.232938 | 0.116469 |
| 249 | 0.866266 | 0.267468 | 0.133734 |
| 250 | 0.843303 | 0.313394 | 0.156697 |
| 251 | 0.827809 | 0.344383 | 0.172191 |
| 252 | 0.821911 | 0.356178 | 0.178089 |
| 253 | 0.801543 | 0.396915 | 0.198457 |
| 254 | 0.770086 | 0.459827 | 0.229914 |
| 255 | 0.722155 | 0.55569 | 0.277845 |
| 256 | 0.875956 | 0.248088 | 0.124044 |
| 257 | 0.849459 | 0.301082 | 0.150541 |
| 258 | 0.826346 | 0.347308 | 0.173654 |
| 259 | 0.831923 | 0.336154 | 0.168077 |
| 260 | 0.848636 | 0.302728 | 0.151364 |
| 261 | 0.845163 | 0.309675 | 0.154837 |
| 262 | 0.801396 | 0.397208 | 0.198604 |
| 263 | 0.77831 | 0.443379 | 0.22169 |
| 264 | 0.719715 | 0.560569 | 0.280285 |
| 265 | 0.772381 | 0.455238 | 0.227619 |
| 266 | 0.839923 | 0.320155 | 0.160077 |
| 267 | 0.926918 | 0.146164 | 0.0730822 |
| 268 | 0.906672 | 0.186657 | 0.0933285 |
| 269 | 0.865008 | 0.269984 | 0.134992 |
| 270 | 0.926659 | 0.146682 | 0.0733408 |
| 271 | 0.904538 | 0.190924 | 0.0954618 |
| 272 | 0.943421 | 0.113157 | 0.0565786 |
| 273 | 0.902043 | 0.195915 | 0.0979573 |
| 274 | 0.903072 | 0.193857 | 0.0969283 |
| 275 | 0.889934 | 0.220132 | 0.110066 |
| 276 | 0.811762 | 0.376476 | 0.188238 |
| 277 | 0.719978 | 0.560045 | 0.280022 |
| 278 | 0.555516 | 0.888968 | 0.444484 |
| 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 | 33 | 0.122677 | NOK |
| 10% type I error level | 62 | 0.230483 | NOK |
