| Multiple Linear Regression - Estimated Regression Equation |
| Lnbirth[t] = + 176.343 + 72.2416M1[t] + 81.1193M2[t] + 57.8326M3[t] + 17.8909M4[t] -3.66679M5[t] + 68.04M6[t] + 44.25M7[t] + 12.0858M8[t] -6.03969M9[t] -22.5007M10[t] -1.44871M11[t] + 1.01903t + 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) | 176.343 | 21.5825 | 8.171 | 5.30402e-15 | 2.65201e-15 |
| M1 | 72.2416 | 27.1257 | 2.663 | 0.00808831 | 0.00404416 |
| M2 | 81.1193 | 27.1246 | 2.991 | 0.00297635 | 0.00148818 |
| M3 | 57.8326 | 27.1237 | 2.132 | 0.0336706 | 0.0168353 |
| M4 | 17.8909 | 27.1229 | 0.6596 | 0.509917 | 0.254959 |
| M5 | -3.66679 | 27.1221 | -0.1352 | 0.892533 | 0.446267 |
| M6 | 68.04 | 27.1215 | 2.509 | 0.0125574 | 0.00627868 |
| M7 | 44.25 | 27.121 | 1.632 | 0.103645 | 0.0518226 |
| M8 | 12.0858 | 27.1205 | 0.4456 | 0.656131 | 0.328066 |
| M9 | -6.03969 | 27.1202 | -0.2227 | 0.823895 | 0.411948 |
| M10 | -22.5007 | 27.1199 | -0.8297 | 0.407276 | 0.203638 |
| M11 | -1.44871 | 27.1198 | -0.05342 | 0.957428 | 0.478714 |
| t | 1.01903 | 0.0515767 | 19.76 | 2.49474e-59 | 1.24737e-59 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.735626 |
| R-squared | 0.541145 |
| Adjusted R-squared | 0.525807 |
| F-TEST (value) | 35.2818 |
| F-TEST (DF numerator) | 12 |
| F-TEST (DF denominator) | 359 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 106.771 |
| Sum Squared Residuals | 4092580 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 235.1 | 249.604 | -14.5037 |
| 2 | 280.7 | 259.501 | 21.1995 |
| 3 | 264.6 | 237.233 | 27.3672 |
| 4 | 240.7 | 198.31 | 42.3898 |
| 5 | 201.4 | 177.771 | 23.6285 |
| 6 | 240.8 | 250.497 | -9.69728 |
| 7 | 241.1 | 227.726 | 13.3737 |
| 8 | 223.8 | 196.581 | 27.2189 |
| 9 | 206.1 | 179.475 | 26.6253 |
| 10 | 174.7 | 164.033 | 10.6672 |
| 11 | 203.3 | 186.104 | 17.1963 |
| 12 | 220.5 | 188.571 | 31.9285 |
| 13 | 299.5 | 261.832 | 37.6679 |
| 14 | 347.4 | 271.729 | 75.6711 |
| 15 | 338.3 | 249.461 | 88.8389 |
| 16 | 327.7 | 210.539 | 117.161 |
| 17 | 351.6 | 190 | 161.6 |
| 18 | 396.6 | 262.726 | 133.874 |
| 19 | 438.8 | 239.955 | 198.845 |
| 20 | 395.6 | 208.81 | 186.79 |
| 21 | 363.5 | 191.703 | 171.797 |
| 22 | 378.8 | 176.261 | 202.539 |
| 23 | 357 | 198.332 | 158.668 |
| 24 | 369 | 200.8 | 168.2 |
| 25 | 464.8 | 274.06 | 190.74 |
| 26 | 479.1 | 283.957 | 195.143 |
| 27 | 431.3 | 261.689 | 169.611 |
| 28 | 366.5 | 222.767 | 143.733 |
| 29 | 326.3 | 202.228 | 124.072 |
| 30 | 355.1 | 274.954 | 80.146 |
| 31 | 331.6 | 252.183 | 79.417 |
| 32 | 261.3 | 221.038 | 40.2621 |
| 33 | 249 | 203.931 | 45.0686 |
| 34 | 205.5 | 188.489 | 17.0105 |
| 35 | 235.6 | 210.56 | 25.0396 |
| 36 | 240.9 | 213.028 | 27.8718 |
| 37 | 264.9 | 286.289 | -21.3888 |
| 38 | 253.8 | 296.186 | -42.3856 |
| 39 | 232.3 | 273.918 | -41.6178 |
| 40 | 193.8 | 234.995 | -41.1952 |
| 41 | 177 | 214.457 | -37.4565 |
| 42 | 213.2 | 287.182 | -73.9823 |
| 43 | 207.2 | 264.411 | -57.2114 |
| 44 | 180.6 | 233.266 | -52.6662 |
| 45 | 188.6 | 216.16 | -27.5598 |
| 46 | 175.4 | 200.718 | -25.3178 |
| 47 | 199 | 222.789 | -23.7888 |
| 48 | 179.6 | 225.257 | -45.6565 |
| 49 | 225.8 | 298.517 | -72.7171 |
| 50 | 234 | 308.414 | -74.4139 |
| 51 | 200.2 | 286.146 | -85.9462 |
| 52 | 183.6 | 247.224 | -63.6236 |
| 53 | 178.2 | 226.685 | -48.4849 |
| 54 | 203.2 | 299.411 | -96.2107 |
| 55 | 208.5 | 276.64 | -68.1397 |
| 56 | 191.8 | 245.495 | -53.6946 |
| 57 | 172.8 | 228.388 | -55.5881 |
| 58 | 148 | 212.946 | -64.9462 |
| 59 | 159.4 | 235.017 | -75.6171 |
| 60 | 154.5 | 237.485 | -82.9849 |
| 61 | 213.2 | 310.745 | -97.5455 |
| 62 | 196.4 | 320.642 | -124.242 |
| 63 | 182.8 | 298.375 | -115.575 |
| 64 | 176.4 | 259.452 | -83.0519 |
| 65 | 153.6 | 238.913 | -85.3132 |
| 66 | 173.2 | 311.639 | -138.439 |
| 67 | 171 | 288.868 | -117.868 |
| 68 | 151.2 | 257.723 | -106.523 |
| 69 | 161.9 | 240.616 | -78.7165 |
| 70 | 157.2 | 225.175 | -67.9745 |
| 71 | 201.7 | 247.245 | -45.5455 |
| 72 | 236.4 | 249.713 | -13.3132 |
| 73 | 356.1 | 322.974 | 33.1261 |
| 74 | 398.3 | 332.871 | 65.4294 |
| 75 | 403.7 | 310.603 | 93.0971 |
| 76 | 384.6 | 271.68 | 112.92 |
| 77 | 365.8 | 251.142 | 114.658 |
| 78 | 368.1 | 323.867 | 44.2326 |
| 79 | 367.9 | 301.096 | 66.8036 |
| 80 | 347 | 269.951 | 77.0487 |
| 81 | 343.3 | 252.845 | 90.4552 |
| 82 | 292.9 | 237.403 | 55.4971 |
| 83 | 311.5 | 259.474 | 52.0261 |
| 84 | 300.9 | 261.942 | 38.9584 |
| 85 | 366.9 | 335.202 | 31.6978 |
| 86 | 356.9 | 345.099 | 11.801 |
| 87 | 329.7 | 322.831 | 6.86876 |
| 88 | 316.2 | 283.909 | 32.2913 |
| 89 | 269 | 263.37 | 5.63005 |
| 90 | 289.3 | 336.096 | -46.7958 |
| 91 | 266.2 | 313.325 | -47.1248 |
| 92 | 253.6 | 282.18 | -28.5796 |
| 93 | 233.8 | 265.073 | -31.2732 |
| 94 | 228.4 | 249.631 | -21.2312 |
| 95 | 253.6 | 271.702 | -18.1022 |
| 96 | 260.1 | 274.17 | -14.0699 |
| 97 | 306.6 | 347.431 | -40.8306 |
| 98 | 309.2 | 357.327 | -48.1273 |
| 99 | 309.5 | 335.06 | -25.5596 |
| 100 | 271 | 296.137 | -25.137 |
| 101 | 279.9 | 275.598 | 4.3017 |
| 102 | 317.9 | 348.324 | -30.4241 |
| 103 | 298.4 | 325.553 | -27.1531 |
| 104 | 246.7 | 294.408 | -47.708 |
| 105 | 227.3 | 277.302 | -50.0015 |
| 106 | 209.1 | 261.86 | -52.7596 |
| 107 | 259.9 | 283.931 | -24.0306 |
| 108 | 266 | 286.398 | -20.3983 |
| 109 | 320.6 | 359.659 | -39.0589 |
| 110 | 308.5 | 369.556 | -61.0557 |
| 111 | 282.2 | 347.288 | -65.0879 |
| 112 | 262.7 | 308.365 | -45.6654 |
| 113 | 263.5 | 287.827 | -24.3267 |
| 114 | 313.1 | 360.552 | -47.4525 |
| 115 | 284.3 | 337.781 | -53.4815 |
| 116 | 252.6 | 306.636 | -54.0363 |
| 117 | 250.3 | 289.53 | -39.2299 |
| 118 | 246.5 | 274.088 | -27.5879 |
| 119 | 312.7 | 296.159 | 16.5411 |
| 120 | 333.2 | 298.627 | 34.5733 |
| 121 | 446.4 | 371.887 | 74.5127 |
| 122 | 511.6 | 381.784 | 129.816 |
| 123 | 515.5 | 359.516 | 155.984 |
| 124 | 506.4 | 320.594 | 185.806 |
| 125 | 483.2 | 300.055 | 183.145 |
| 126 | 522.3 | 372.781 | 149.519 |
| 127 | 509.8 | 350.01 | 159.79 |
| 128 | 460.7 | 318.865 | 141.835 |
| 129 | 405.8 | 301.758 | 104.042 |
| 130 | 375 | 286.316 | 88.6837 |
| 131 | 378.5 | 308.387 | 70.1127 |
| 132 | 406.8 | 310.855 | 95.945 |
| 133 | 467.8 | 384.116 | 83.6844 |
| 134 | 469.8 | 394.012 | 75.7876 |
| 135 | 429.8 | 371.745 | 58.0553 |
| 136 | 355.8 | 332.822 | 22.9779 |
| 137 | 332.7 | 312.283 | 20.4166 |
| 138 | 378 | 385.009 | -7.00917 |
| 139 | 360.5 | 362.238 | -1.7382 |
| 140 | 334.7 | 331.093 | 3.60696 |
| 141 | 319.5 | 313.987 | 5.51341 |
| 142 | 323.1 | 298.545 | 24.5553 |
| 143 | 363.6 | 320.616 | 42.9844 |
| 144 | 352.1 | 323.083 | 29.0166 |
| 145 | 411.9 | 396.344 | 15.556 |
| 146 | 388.6 | 406.241 | -17.6407 |
| 147 | 416.4 | 383.973 | 32.427 |
| 148 | 360.7 | 345.05 | 15.6496 |
| 149 | 338 | 324.512 | 13.4883 |
| 150 | 417.2 | 397.238 | 19.9625 |
| 151 | 388.4 | 374.467 | 13.9334 |
| 152 | 371.1 | 343.321 | 27.7786 |
| 153 | 331.5 | 326.215 | 5.28506 |
| 154 | 353.7 | 310.773 | 42.927 |
| 155 | 396.7 | 332.844 | 63.856 |
| 156 | 447 | 335.312 | 111.688 |
| 157 | 533.5 | 408.572 | 124.928 |
| 158 | 565.4 | 418.469 | 146.931 |
| 159 | 542.3 | 396.201 | 146.099 |
| 160 | 488.7 | 357.279 | 131.421 |
| 161 | 467.1 | 336.74 | 130.36 |
| 162 | 531.3 | 409.466 | 121.834 |
| 163 | 496.1 | 386.695 | 109.405 |
| 164 | 444 | 355.55 | 88.4503 |
| 165 | 403.4 | 338.443 | 64.9567 |
| 166 | 386.3 | 323.001 | 63.2986 |
| 167 | 394.1 | 345.072 | 49.0277 |
| 168 | 404.1 | 347.54 | 56.5599 |
| 169 | 462.1 | 420.801 | 41.2993 |
| 170 | 448.1 | 430.697 | 17.4025 |
| 171 | 432.3 | 408.43 | 23.8703 |
| 172 | 386.3 | 369.507 | 16.7929 |
| 173 | 395.2 | 348.968 | 46.2316 |
| 174 | 421.9 | 421.694 | 0.205773 |
| 175 | 382.9 | 398.923 | -16.0233 |
| 176 | 384.2 | 367.778 | 16.4219 |
| 177 | 345.5 | 350.672 | -5.17165 |
| 178 | 323.4 | 335.23 | -11.8297 |
| 179 | 372.6 | 357.301 | 15.2993 |
| 180 | 376 | 359.768 | 16.2316 |
| 181 | 462.7 | 433.029 | 29.671 |
| 182 | 487 | 442.926 | 44.0742 |
| 183 | 444.2 | 420.658 | 23.5419 |
| 184 | 399.3 | 381.735 | 17.5645 |
| 185 | 394.9 | 361.197 | 33.7032 |
| 186 | 455.4 | 433.923 | 21.4774 |
| 187 | 414 | 411.152 | 2.84839 |
| 188 | 375.5 | 380.006 | -4.50645 |
| 189 | 347 | 362.9 | -15.9 |
| 190 | 339.4 | 347.458 | -8.05806 |
| 191 | 385.8 | 369.529 | 16.271 |
| 192 | 378.8 | 371.997 | 6.80323 |
| 193 | 451.8 | 445.257 | 6.54261 |
| 194 | 446.1 | 455.154 | -9.05416 |
| 195 | 422.5 | 432.886 | -10.3864 |
| 196 | 383.1 | 393.964 | -10.8638 |
| 197 | 352.8 | 373.425 | -20.6251 |
| 198 | 445.3 | 446.151 | -0.850934 |
| 199 | 367.5 | 423.38 | -55.88 |
| 200 | 355.1 | 392.235 | -37.1348 |
| 201 | 326.2 | 375.128 | -48.9284 |
| 202 | 319.8 | 359.686 | -39.8864 |
| 203 | 331.8 | 381.757 | -49.9574 |
| 204 | 340.9 | 384.225 | -43.3251 |
| 205 | 394.1 | 457.486 | -63.3857 |
| 206 | 417.2 | 467.383 | -50.1825 |
| 207 | 369.9 | 445.115 | -75.2148 |
| 208 | 349.2 | 406.192 | -56.9922 |
| 209 | 321.4 | 385.653 | -64.2535 |
| 210 | 405.7 | 458.379 | -52.6793 |
| 211 | 342.9 | 435.608 | -92.7083 |
| 212 | 316.5 | 404.463 | -87.9632 |
| 213 | 284.2 | 387.357 | -103.157 |
| 214 | 270.9 | 371.915 | -101.015 |
| 215 | 288.8 | 393.986 | -105.186 |
| 216 | 278.8 | 396.453 | -117.653 |
| 217 | 324.4 | 469.714 | -145.314 |
| 218 | 310.9 | 479.611 | -168.711 |
| 219 | 299 | 457.343 | -158.343 |
| 220 | 273 | 418.421 | -145.421 |
| 221 | 279.3 | 397.882 | -118.582 |
| 222 | 359.2 | 470.608 | -111.408 |
| 223 | 305 | 447.837 | -142.837 |
| 224 | 282.1 | 416.692 | -134.592 |
| 225 | 250.3 | 399.585 | -149.285 |
| 226 | 246.5 | 384.143 | -137.643 |
| 227 | 257.9 | 406.214 | -148.314 |
| 228 | 266.5 | 408.682 | -142.182 |
| 229 | 315.9 | 481.942 | -166.042 |
| 230 | 318.4 | 491.839 | -173.439 |
| 231 | 295.4 | 469.571 | -174.171 |
| 232 | 266.4 | 430.649 | -164.249 |
| 233 | 245.8 | 410.11 | -164.31 |
| 234 | 362.8 | 482.836 | -120.036 |
| 235 | 324.9 | 460.065 | -135.165 |
| 236 | 294.2 | 428.92 | -134.72 |
| 237 | 289.5 | 411.813 | -122.313 |
| 238 | 295.2 | 396.371 | -101.171 |
| 239 | 290.3 | 418.442 | -128.142 |
| 240 | 272 | 420.91 | -148.91 |
| 241 | 307.4 | 494.171 | -186.771 |
| 242 | 328.7 | 504.068 | -175.368 |
| 243 | 292.9 | 481.8 | -188.9 |
| 244 | 249.1 | 442.877 | -193.777 |
| 245 | 230.4 | 422.339 | -191.939 |
| 246 | 361.5 | 495.064 | -133.564 |
| 247 | 321.7 | 472.293 | -150.593 |
| 248 | 277.2 | 441.148 | -163.948 |
| 249 | 260.7 | 424.042 | -163.342 |
| 250 | 251 | 408.6 | -157.6 |
| 251 | 257.6 | 430.671 | -173.071 |
| 252 | 241.8 | 433.139 | -191.339 |
| 253 | 287.5 | 506.399 | -218.899 |
| 254 | 292.3 | 516.296 | -223.996 |
| 255 | 274.7 | 494.028 | -219.328 |
| 256 | 254.2 | 455.106 | -200.906 |
| 257 | 230 | 434.567 | -204.567 |
| 258 | 339 | 507.293 | -168.293 |
| 259 | 318.2 | 484.522 | -166.322 |
| 260 | 287 | 453.377 | -166.377 |
| 261 | 295.8 | 436.27 | -140.47 |
| 262 | 284 | 420.828 | -136.828 |
| 263 | 271 | 442.899 | -171.899 |
| 264 | 262.7 | 445.367 | -182.667 |
| 265 | 340.6 | 518.628 | -178.028 |
| 266 | 379.4 | 528.524 | -149.124 |
| 267 | 373.3 | 506.257 | -132.957 |
| 268 | 355.2 | 467.334 | -112.134 |
| 269 | 338.4 | 446.795 | -108.395 |
| 270 | 466.9 | 519.521 | -52.6211 |
| 271 | 451 | 496.75 | -45.7501 |
| 272 | 422 | 465.605 | -43.6049 |
| 273 | 429.2 | 448.498 | -19.2985 |
| 274 | 425.9 | 433.057 | -7.15654 |
| 275 | 460.7 | 455.128 | 5.57249 |
| 276 | 463.6 | 457.595 | 6.00475 |
| 277 | 541.4 | 530.856 | 10.5441 |
| 278 | 544.2 | 540.753 | 3.44737 |
| 279 | 517.5 | 518.485 | -0.984892 |
| 280 | 469.4 | 479.562 | -10.1623 |
| 281 | 439.4 | 459.024 | -19.6236 |
| 282 | 549 | 531.749 | 17.2506 |
| 283 | 533 | 508.978 | 24.0216 |
| 284 | 506.1 | 477.833 | 28.2667 |
| 285 | 484 | 460.727 | 23.2732 |
| 286 | 457 | 445.285 | 11.7151 |
| 287 | 481.5 | 467.356 | 14.1441 |
| 288 | 469.5 | 469.824 | -0.323602 |
| 289 | 544.7 | 543.084 | 1.61579 |
| 290 | 541.2 | 552.981 | -11.781 |
| 291 | 521.5 | 530.713 | -9.21325 |
| 292 | 469.7 | 491.791 | -22.0907 |
| 293 | 434.4 | 471.252 | -36.852 |
| 294 | 542.6 | 543.978 | -1.37776 |
| 295 | 517.3 | 521.207 | -3.90679 |
| 296 | 485.7 | 490.062 | -4.36163 |
| 297 | 465.8 | 472.955 | -7.15518 |
| 298 | 447 | 457.513 | -10.5132 |
| 299 | 426.6 | 479.584 | -52.9842 |
| 300 | 411.6 | 482.052 | -70.452 |
| 301 | 467.5 | 555.313 | -87.8126 |
| 302 | 484.5 | 565.209 | -80.7093 |
| 303 | 451.2 | 542.942 | -91.7416 |
| 304 | 417.4 | 504.019 | -86.619 |
| 305 | 379.9 | 483.48 | -103.58 |
| 306 | 484.7 | 556.206 | -71.5061 |
| 307 | 455 | 533.435 | -78.4351 |
| 308 | 420.8 | 502.29 | -81.49 |
| 309 | 416.5 | 485.184 | -68.6835 |
| 310 | 376.3 | 469.742 | -93.4416 |
| 311 | 405.6 | 491.813 | -86.2126 |
| 312 | 405.8 | 494.28 | -88.4803 |
| 313 | 500.8 | 567.541 | -66.7409 |
| 314 | 514 | 577.438 | -63.4377 |
| 315 | 475.5 | 555.17 | -79.67 |
| 316 | 430.1 | 516.247 | -86.1474 |
| 317 | 414.4 | 495.709 | -81.3087 |
| 318 | 538 | 568.434 | -30.4345 |
| 319 | 526 | 545.664 | -19.6635 |
| 320 | 488.5 | 514.518 | -26.0183 |
| 321 | 520.2 | 497.412 | 22.7881 |
| 322 | 504.4 | 481.97 | 22.43 |
| 323 | 568.5 | 504.041 | 64.4591 |
| 324 | 610.6 | 506.509 | 104.091 |
| 325 | 818 | 579.769 | 238.231 |
| 326 | 830.9 | 589.666 | 241.234 |
| 327 | 835.9 | 567.398 | 268.502 |
| 328 | 782 | 528.476 | 253.524 |
| 329 | 762.3 | 507.937 | 254.363 |
| 330 | 856.9 | 580.663 | 276.237 |
| 331 | 820.9 | 557.892 | 263.008 |
| 332 | 769.6 | 526.747 | 242.853 |
| 333 | 752.2 | 509.64 | 242.56 |
| 334 | 724.4 | 494.198 | 230.202 |
| 335 | 723.1 | 516.269 | 206.831 |
| 336 | 719.5 | 518.737 | 200.763 |
| 337 | 817.4 | 591.998 | 225.402 |
| 338 | 803.3 | 601.894 | 201.406 |
| 339 | 752.5 | 579.627 | 172.873 |
| 340 | 689 | 540.704 | 148.296 |
| 341 | 630.4 | 520.165 | 110.235 |
| 342 | 765.5 | 592.891 | 172.609 |
| 343 | 757.7 | 570.12 | 187.58 |
| 344 | 732.2 | 538.975 | 193.225 |
| 345 | 702.6 | 521.869 | 180.731 |
| 346 | 683.3 | 506.427 | 176.873 |
| 347 | 709.5 | 528.498 | 181.002 |
| 348 | 702.2 | 530.965 | 171.235 |
| 349 | 784.8 | 604.226 | 180.574 |
| 350 | 810.9 | 614.123 | 196.777 |
| 351 | 755.6 | 591.855 | 163.745 |
| 352 | 656.8 | 552.932 | 103.868 |
| 353 | 615.1 | 532.394 | 82.7063 |
| 354 | 745.3 | 605.12 | 140.18 |
| 355 | 694.1 | 582.349 | 111.751 |
| 356 | 675.7 | 551.203 | 124.497 |
| 357 | 643.7 | 534.097 | 109.603 |
| 358 | 622.1 | 518.655 | 103.445 |
| 359 | 634.6 | 540.726 | 93.874 |
| 360 | 588 | 543.194 | 44.8063 |
| 361 | 689.7 | 616.454 | 73.2457 |
| 362 | 673.9 | 626.351 | 47.5489 |
| 363 | 647.9 | 604.083 | 43.8166 |
| 364 | 568.8 | 565.161 | 3.63921 |
| 365 | 545.7 | 544.622 | 1.07792 |
| 366 | 632.6 | 617.348 | 15.2521 |
| 367 | 643.8 | 594.577 | 49.2231 |
| 368 | 593.1 | 563.432 | 29.6682 |
| 369 | 579.7 | 546.325 | 33.3747 |
| 370 | 546 | 530.883 | 15.1166 |
| 371 | 562.9 | 552.954 | 9.94567 |
| 372 | 572.5 | 555.422 | 17.0779 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 16 | 0.000399179 | 0.000798357 | 0.999601 |
| 17 | 0.00545992 | 0.0109198 | 0.99454 |
| 18 | 0.00411754 | 0.00823508 | 0.995882 |
| 19 | 0.0063757 | 0.0127514 | 0.993624 |
| 20 | 0.00338128 | 0.00676256 | 0.996619 |
| 21 | 0.00135725 | 0.0027145 | 0.998643 |
| 22 | 0.00114645 | 0.0022929 | 0.998854 |
| 23 | 0.000420721 | 0.000841442 | 0.999579 |
| 24 | 0.000145665 | 0.000291331 | 0.999854 |
| 25 | 4.85615e-05 | 9.7123e-05 | 0.999951 |
| 26 | 2.18707e-05 | 4.37415e-05 | 0.999978 |
| 27 | 1.93824e-05 | 3.87647e-05 | 0.999981 |
| 28 | 5.35347e-05 | 0.000107069 | 0.999946 |
| 29 | 0.000189444 | 0.000378887 | 0.999811 |
| 30 | 0.000444766 | 0.000889533 | 0.999555 |
| 31 | 0.00168061 | 0.00336122 | 0.998319 |
| 32 | 0.00676285 | 0.0135257 | 0.993237 |
| 33 | 0.0122129 | 0.0244258 | 0.987787 |
| 34 | 0.0254733 | 0.0509467 | 0.974527 |
| 35 | 0.0314086 | 0.0628171 | 0.968591 |
| 36 | 0.037713 | 0.0754259 | 0.962287 |
| 37 | 0.0580057 | 0.116011 | 0.941994 |
| 38 | 0.102491 | 0.204982 | 0.897509 |
| 39 | 0.138726 | 0.277453 | 0.861274 |
| 40 | 0.169503 | 0.339007 | 0.830497 |
| 41 | 0.188671 | 0.377341 | 0.811329 |
| 42 | 0.200514 | 0.401028 | 0.799486 |
| 43 | 0.213532 | 0.427063 | 0.786468 |
| 44 | 0.208208 | 0.416417 | 0.791792 |
| 45 | 0.185745 | 0.37149 | 0.814255 |
| 46 | 0.161521 | 0.323041 | 0.838479 |
| 47 | 0.136164 | 0.272327 | 0.863836 |
| 48 | 0.120646 | 0.241292 | 0.879354 |
| 49 | 0.103317 | 0.206633 | 0.896683 |
| 50 | 0.0904325 | 0.180865 | 0.909568 |
| 51 | 0.0801769 | 0.160354 | 0.919823 |
| 52 | 0.0667731 | 0.133546 | 0.933227 |
| 53 | 0.0535761 | 0.107152 | 0.946424 |
| 54 | 0.0438596 | 0.0877192 | 0.95614 |
| 55 | 0.0350824 | 0.0701648 | 0.964918 |
| 56 | 0.0268113 | 0.0536226 | 0.973189 |
| 57 | 0.0203822 | 0.0407644 | 0.979618 |
| 58 | 0.0154841 | 0.0309683 | 0.984516 |
| 59 | 0.011738 | 0.0234759 | 0.988262 |
| 60 | 0.00897149 | 0.017943 | 0.991029 |
| 61 | 0.00659815 | 0.0131963 | 0.993402 |
| 62 | 0.00522585 | 0.0104517 | 0.994774 |
| 63 | 0.00395385 | 0.0079077 | 0.996046 |
| 64 | 0.00281761 | 0.00563521 | 0.997182 |
| 65 | 0.00200206 | 0.00400411 | 0.997998 |
| 66 | 0.00150502 | 0.00301003 | 0.998495 |
| 67 | 0.00111407 | 0.00222814 | 0.998886 |
| 68 | 0.000789617 | 0.00157923 | 0.99921 |
| 69 | 0.000540614 | 0.00108123 | 0.999459 |
| 70 | 0.000371214 | 0.000742429 | 0.999629 |
| 71 | 0.000272738 | 0.000545476 | 0.999727 |
| 72 | 0.000233191 | 0.000466383 | 0.999767 |
| 73 | 0.00041184 | 0.000823679 | 0.999588 |
| 74 | 0.000876514 | 0.00175303 | 0.999123 |
| 75 | 0.0021943 | 0.00438859 | 0.997806 |
| 76 | 0.00489973 | 0.00979946 | 0.9951 |
| 77 | 0.00905097 | 0.0181019 | 0.990949 |
| 78 | 0.0113739 | 0.0227479 | 0.988626 |
| 79 | 0.0135849 | 0.0271698 | 0.986415 |
| 80 | 0.0167288 | 0.0334576 | 0.983271 |
| 81 | 0.020738 | 0.0414761 | 0.979262 |
| 82 | 0.0208297 | 0.0416594 | 0.97917 |
| 83 | 0.0205093 | 0.0410186 | 0.979491 |
| 84 | 0.0186633 | 0.0373266 | 0.981337 |
| 85 | 0.0171875 | 0.0343751 | 0.982812 |
| 86 | 0.0144052 | 0.0288103 | 0.985595 |
| 87 | 0.01178 | 0.02356 | 0.98822 |
| 88 | 0.00992839 | 0.0198568 | 0.990072 |
| 89 | 0.00780953 | 0.0156191 | 0.99219 |
| 90 | 0.00602265 | 0.0120453 | 0.993977 |
| 91 | 0.00458037 | 0.00916074 | 0.99542 |
| 92 | 0.00345811 | 0.00691621 | 0.996542 |
| 93 | 0.00258525 | 0.0051705 | 0.997415 |
| 94 | 0.00193143 | 0.00386286 | 0.998069 |
| 95 | 0.00144048 | 0.00288095 | 0.99856 |
| 96 | 0.0010692 | 0.00213839 | 0.998931 |
| 97 | 0.000779112 | 0.00155822 | 0.999221 |
| 98 | 0.000563193 | 0.00112639 | 0.999437 |
| 99 | 0.000406711 | 0.000813422 | 0.999593 |
| 100 | 0.000289554 | 0.000579107 | 0.99971 |
| 101 | 0.000212665 | 0.00042533 | 0.999787 |
| 102 | 0.00015714 | 0.00031428 | 0.999843 |
| 103 | 0.000111253 | 0.000222507 | 0.999889 |
| 104 | 7.72869e-05 | 0.000154574 | 0.999923 |
| 105 | 5.34969e-05 | 0.000106994 | 0.999947 |
| 106 | 3.67875e-05 | 7.35749e-05 | 0.999963 |
| 107 | 2.53937e-05 | 5.07875e-05 | 0.999975 |
| 108 | 1.74398e-05 | 3.48796e-05 | 0.999983 |
| 109 | 1.18413e-05 | 2.36827e-05 | 0.999988 |
| 110 | 7.96619e-06 | 1.59324e-05 | 0.999992 |
| 111 | 5.36756e-06 | 1.07351e-05 | 0.999995 |
| 112 | 3.54127e-06 | 7.08254e-06 | 0.999996 |
| 113 | 2.32189e-06 | 4.64379e-06 | 0.999998 |
| 114 | 1.57196e-06 | 3.14393e-06 | 0.999998 |
| 115 | 1.02105e-06 | 2.0421e-06 | 0.999999 |
| 116 | 6.59109e-07 | 1.31822e-06 | 0.999999 |
| 117 | 4.22704e-07 | 8.45409e-07 | 1 |
| 118 | 2.75955e-07 | 5.5191e-07 | 1 |
| 119 | 2.15331e-07 | 4.30661e-07 | 1 |
| 120 | 1.86049e-07 | 3.72097e-07 | 1 |
| 121 | 2.70603e-07 | 5.41205e-07 | 1 |
| 122 | 8.08117e-07 | 1.61623e-06 | 0.999999 |
| 123 | 3.06243e-06 | 6.12486e-06 | 0.999997 |
| 124 | 1.3432e-05 | 2.6864e-05 | 0.999987 |
| 125 | 4.46656e-05 | 8.93311e-05 | 0.999955 |
| 126 | 0.000119776 | 0.000239552 | 0.99988 |
| 127 | 0.000280073 | 0.000560146 | 0.99972 |
| 128 | 0.000496399 | 0.000992798 | 0.999504 |
| 129 | 0.000593611 | 0.00118722 | 0.999406 |
| 130 | 0.000638866 | 0.00127773 | 0.999361 |
| 131 | 0.000604898 | 0.0012098 | 0.999395 |
| 132 | 0.000653167 | 0.00130633 | 0.999347 |
| 133 | 0.000665242 | 0.00133048 | 0.999335 |
| 134 | 0.000637668 | 0.00127534 | 0.999362 |
| 135 | 0.000559177 | 0.00111835 | 0.999441 |
| 136 | 0.000444537 | 0.000889074 | 0.999555 |
| 137 | 0.000352931 | 0.000705861 | 0.999647 |
| 138 | 0.000265172 | 0.000530344 | 0.999735 |
| 139 | 0.000200335 | 0.00040067 | 0.9998 |
| 140 | 0.000151478 | 0.000302956 | 0.999849 |
| 141 | 0.000114522 | 0.000229044 | 0.999885 |
| 142 | 8.97028e-05 | 0.000179406 | 0.99991 |
| 143 | 7.43557e-05 | 0.000148711 | 0.999926 |
| 144 | 5.87441e-05 | 0.000117488 | 0.999941 |
| 145 | 4.4764e-05 | 8.9528e-05 | 0.999955 |
| 146 | 3.3168e-05 | 6.63361e-05 | 0.999967 |
| 147 | 2.63672e-05 | 5.27345e-05 | 0.999974 |
| 148 | 2.03512e-05 | 4.07024e-05 | 0.99998 |
| 149 | 1.57497e-05 | 3.14993e-05 | 0.999984 |
| 150 | 1.21265e-05 | 2.4253e-05 | 0.999988 |
| 151 | 9.126e-06 | 1.8252e-05 | 0.999991 |
| 152 | 7.14785e-06 | 1.42957e-05 | 0.999993 |
| 153 | 5.27763e-06 | 1.05553e-05 | 0.999995 |
| 154 | 4.4064e-06 | 8.81281e-06 | 0.999996 |
| 155 | 4.125e-06 | 8.24999e-06 | 0.999996 |
| 156 | 5.64132e-06 | 1.12826e-05 | 0.999994 |
| 157 | 8.98499e-06 | 1.797e-05 | 0.999991 |
| 158 | 1.81013e-05 | 3.62027e-05 | 0.999982 |
| 159 | 3.49836e-05 | 6.99672e-05 | 0.999965 |
| 160 | 5.71391e-05 | 0.000114278 | 0.999943 |
| 161 | 9.31857e-05 | 0.000186371 | 0.999907 |
| 162 | 0.000147883 | 0.000295765 | 0.999852 |
| 163 | 0.000206318 | 0.000412636 | 0.999794 |
| 164 | 0.000248052 | 0.000496104 | 0.999752 |
| 165 | 0.000261205 | 0.00052241 | 0.999739 |
| 166 | 0.000276453 | 0.000552906 | 0.999724 |
| 167 | 0.000278945 | 0.00055789 | 0.999721 |
| 168 | 0.000300406 | 0.000600812 | 0.9997 |
| 169 | 0.000299031 | 0.000598062 | 0.999701 |
| 170 | 0.000281946 | 0.000563891 | 0.999718 |
| 171 | 0.000279431 | 0.000558863 | 0.999721 |
| 172 | 0.000283484 | 0.000566968 | 0.999717 |
| 173 | 0.000325332 | 0.000650664 | 0.999675 |
| 174 | 0.00028899 | 0.00057798 | 0.999711 |
| 175 | 0.00026324 | 0.00052648 | 0.999737 |
| 176 | 0.000256181 | 0.000512362 | 0.999744 |
| 177 | 0.000237334 | 0.000474667 | 0.999763 |
| 178 | 0.000219835 | 0.00043967 | 0.99978 |
| 179 | 0.000223474 | 0.000446948 | 0.999777 |
| 180 | 0.000239189 | 0.000478379 | 0.999761 |
| 181 | 0.00026158 | 0.000523161 | 0.999738 |
| 182 | 0.00031573 | 0.00063146 | 0.999684 |
| 183 | 0.000363302 | 0.000726604 | 0.999637 |
| 184 | 0.000430961 | 0.000861921 | 0.999569 |
| 185 | 0.000576348 | 0.0011527 | 0.999424 |
| 186 | 0.000624093 | 0.00124819 | 0.999376 |
| 187 | 0.000665446 | 0.00133089 | 0.999335 |
| 188 | 0.000706181 | 0.00141236 | 0.999294 |
| 189 | 0.000725755 | 0.00145151 | 0.999274 |
| 190 | 0.000773941 | 0.00154788 | 0.999226 |
| 191 | 0.000956255 | 0.00191251 | 0.999044 |
| 192 | 0.00120846 | 0.00241691 | 0.998792 |
| 193 | 0.00146113 | 0.00292226 | 0.998539 |
| 194 | 0.00172265 | 0.00344529 | 0.998277 |
| 195 | 0.00212432 | 0.00424864 | 0.997876 |
| 196 | 0.00276951 | 0.00553902 | 0.99723 |
| 197 | 0.00370717 | 0.00741434 | 0.996293 |
| 198 | 0.00432954 | 0.00865908 | 0.99567 |
| 199 | 0.00463396 | 0.00926792 | 0.995366 |
| 200 | 0.00517057 | 0.0103411 | 0.994829 |
| 201 | 0.00557903 | 0.0111581 | 0.994421 |
| 202 | 0.0062322 | 0.0124644 | 0.993768 |
| 203 | 0.00721062 | 0.0144212 | 0.992789 |
| 204 | 0.0089438 | 0.0178876 | 0.991056 |
| 205 | 0.0100695 | 0.020139 | 0.98993 |
| 206 | 0.0117757 | 0.0235513 | 0.988224 |
| 207 | 0.0137854 | 0.0275708 | 0.986215 |
| 208 | 0.0172874 | 0.0345748 | 0.982713 |
| 209 | 0.02225 | 0.0445 | 0.97775 |
| 210 | 0.0240042 | 0.0480083 | 0.975996 |
| 211 | 0.0253866 | 0.0507731 | 0.974613 |
| 212 | 0.0271801 | 0.0543602 | 0.97282 |
| 213 | 0.0284062 | 0.0568124 | 0.971594 |
| 214 | 0.0299222 | 0.0598444 | 0.970078 |
| 215 | 0.0326196 | 0.0652392 | 0.96738 |
| 216 | 0.0368896 | 0.0737791 | 0.96311 |
| 217 | 0.0404708 | 0.0809417 | 0.959529 |
| 218 | 0.0467482 | 0.0934964 | 0.953252 |
| 219 | 0.0524286 | 0.104857 | 0.947571 |
| 220 | 0.0585231 | 0.117046 | 0.941477 |
| 221 | 0.065335 | 0.13067 | 0.934665 |
| 222 | 0.063504 | 0.127008 | 0.936496 |
| 223 | 0.0631701 | 0.12634 | 0.93683 |
| 224 | 0.0625053 | 0.125011 | 0.937495 |
| 225 | 0.0616311 | 0.123262 | 0.938369 |
| 226 | 0.0600899 | 0.12018 | 0.93991 |
| 227 | 0.0601942 | 0.120388 | 0.939806 |
| 228 | 0.0610581 | 0.122116 | 0.938942 |
| 229 | 0.0612231 | 0.122446 | 0.938777 |
| 230 | 0.0620712 | 0.124142 | 0.937929 |
| 231 | 0.0631328 | 0.126266 | 0.936867 |
| 232 | 0.0639118 | 0.127824 | 0.936088 |
| 233 | 0.0655464 | 0.131093 | 0.934454 |
| 234 | 0.0595751 | 0.11915 | 0.940425 |
| 235 | 0.0542965 | 0.108593 | 0.945703 |
| 236 | 0.0495857 | 0.0991714 | 0.950414 |
| 237 | 0.044402 | 0.0888039 | 0.955598 |
| 238 | 0.0404115 | 0.080823 | 0.959589 |
| 239 | 0.0368375 | 0.0736751 | 0.963162 |
| 240 | 0.0343992 | 0.0687984 | 0.965601 |
| 241 | 0.0337687 | 0.0675375 | 0.966231 |
| 242 | 0.0319163 | 0.0638325 | 0.968084 |
| 243 | 0.031299 | 0.062598 | 0.968701 |
| 244 | 0.031187 | 0.0623739 | 0.968813 |
| 245 | 0.0309292 | 0.0618585 | 0.969071 |
| 246 | 0.0264985 | 0.0529971 | 0.973501 |
| 247 | 0.0230774 | 0.0461548 | 0.976923 |
| 248 | 0.0205754 | 0.0411508 | 0.979425 |
| 249 | 0.0182532 | 0.0365064 | 0.981747 |
| 250 | 0.015915 | 0.0318301 | 0.984085 |
| 251 | 0.0143682 | 0.0287364 | 0.985632 |
| 252 | 0.0137103 | 0.0274206 | 0.98629 |
| 253 | 0.0157963 | 0.0315926 | 0.984204 |
| 254 | 0.0187167 | 0.0374335 | 0.981283 |
| 255 | 0.0213409 | 0.0426819 | 0.978659 |
| 256 | 0.0216252 | 0.0432503 | 0.978375 |
| 257 | 0.0219618 | 0.0439235 | 0.978038 |
| 258 | 0.0206439 | 0.0412878 | 0.979356 |
| 259 | 0.0194366 | 0.0388732 | 0.980563 |
| 260 | 0.0182824 | 0.0365649 | 0.981718 |
| 261 | 0.0160986 | 0.0321971 | 0.983901 |
| 262 | 0.0138779 | 0.0277559 | 0.986122 |
| 263 | 0.0134153 | 0.0268306 | 0.986585 |
| 264 | 0.0135177 | 0.0270355 | 0.986482 |
| 265 | 0.0154295 | 0.0308591 | 0.98457 |
| 266 | 0.0152894 | 0.0305788 | 0.984711 |
| 267 | 0.0140668 | 0.0281337 | 0.985933 |
| 268 | 0.0118004 | 0.0236007 | 0.9882 |
| 269 | 0.00964898 | 0.019298 | 0.990351 |
| 270 | 0.00804277 | 0.0160855 | 0.991957 |
| 271 | 0.00671603 | 0.0134321 | 0.993284 |
| 272 | 0.00557038 | 0.0111408 | 0.99443 |
| 273 | 0.00480045 | 0.0096009 | 0.9952 |
| 274 | 0.00426138 | 0.00852276 | 0.995739 |
| 275 | 0.00396354 | 0.00792707 | 0.996036 |
| 276 | 0.00371475 | 0.0074295 | 0.996285 |
| 277 | 0.003401 | 0.00680201 | 0.996599 |
| 278 | 0.00302306 | 0.00604613 | 0.996977 |
| 279 | 0.00263644 | 0.00527287 | 0.997364 |
| 280 | 0.00224671 | 0.00449343 | 0.997753 |
| 281 | 0.001872 | 0.003744 | 0.998128 |
| 282 | 0.0017173 | 0.00343459 | 0.998283 |
| 283 | 0.00161367 | 0.00322733 | 0.998386 |
| 284 | 0.00155038 | 0.00310076 | 0.99845 |
| 285 | 0.00144043 | 0.00288086 | 0.99856 |
| 286 | 0.00128311 | 0.00256623 | 0.998717 |
| 287 | 0.00116034 | 0.00232067 | 0.99884 |
| 288 | 0.0009931 | 0.0019862 | 0.999007 |
| 289 | 0.000820463 | 0.00164093 | 0.99918 |
| 290 | 0.000654297 | 0.00130859 | 0.999346 |
| 291 | 0.000517331 | 0.00103466 | 0.999483 |
| 292 | 0.000395139 | 0.000790278 | 0.999605 |
| 293 | 0.000292153 | 0.000584307 | 0.999708 |
| 294 | 0.000230175 | 0.000460351 | 0.99977 |
| 295 | 0.000178845 | 0.000357691 | 0.999821 |
| 296 | 0.000137603 | 0.000275206 | 0.999862 |
| 297 | 0.000104449 | 0.000208897 | 0.999896 |
| 298 | 7.78611e-05 | 0.000155722 | 0.999922 |
| 299 | 5.57736e-05 | 0.000111547 | 0.999944 |
| 300 | 4.04689e-05 | 8.09377e-05 | 0.99996 |
| 301 | 4.35978e-05 | 8.71956e-05 | 0.999956 |
| 302 | 4.50237e-05 | 9.00474e-05 | 0.999955 |
| 303 | 4.81829e-05 | 9.63658e-05 | 0.999952 |
| 304 | 4.33447e-05 | 8.66894e-05 | 0.999957 |
| 305 | 4.15129e-05 | 8.30258e-05 | 0.999958 |
| 306 | 4.39376e-05 | 8.78751e-05 | 0.999956 |
| 307 | 5.26608e-05 | 0.000105322 | 0.999947 |
| 308 | 6.59062e-05 | 0.000131812 | 0.999934 |
| 309 | 8.3598e-05 | 0.000167196 | 0.999916 |
| 310 | 0.000132385 | 0.00026477 | 0.999868 |
| 311 | 0.000221333 | 0.000442665 | 0.999779 |
| 312 | 0.000411583 | 0.000823165 | 0.999588 |
| 313 | 0.00144847 | 0.00289695 | 0.998552 |
| 314 | 0.00497333 | 0.00994666 | 0.995027 |
| 315 | 0.0199996 | 0.0399992 | 0.98 |
| 316 | 0.0611329 | 0.122266 | 0.938867 |
| 317 | 0.155852 | 0.311704 | 0.844148 |
| 318 | 0.349611 | 0.699223 | 0.650389 |
| 319 | 0.647662 | 0.704675 | 0.352338 |
| 320 | 0.926657 | 0.146687 | 0.0733433 |
| 321 | 0.992692 | 0.0146165 | 0.00730824 |
| 322 | 0.99994 | 0.000119416 | 5.97078e-05 |
| 323 | 1 | 6.97841e-08 | 3.48921e-08 |
| 324 | 1 | 1.34863e-12 | 6.74314e-13 |
| 325 | 1 | 1.91467e-13 | 9.57333e-14 |
| 326 | 1 | 5.48583e-14 | 2.74291e-14 |
| 327 | 1 | 9.92858e-14 | 4.96429e-14 |
| 328 | 1 | 1.50081e-13 | 7.50403e-14 |
| 329 | 1 | 7.53233e-14 | 3.76616e-14 |
| 330 | 1 | 1.07453e-13 | 5.37265e-14 |
| 331 | 1 | 2.732e-13 | 1.366e-13 |
| 332 | 1 | 7.02823e-13 | 3.51411e-13 |
| 333 | 1 | 2.07006e-12 | 1.03503e-12 |
| 334 | 1 | 6.20544e-12 | 3.10272e-12 |
| 335 | 1 | 1.07287e-11 | 5.36435e-12 |
| 336 | 1 | 2.63182e-11 | 1.31591e-11 |
| 337 | 1 | 8.38734e-11 | 4.19367e-11 |
| 338 | 1 | 1.58371e-10 | 7.91857e-11 |
| 339 | 1 | 1.59795e-10 | 7.98974e-11 |
| 340 | 1 | 4.74306e-10 | 2.37153e-10 |
| 341 | 1 | 2.75572e-10 | 1.37786e-10 |
| 342 | 1 | 6.0161e-10 | 3.00805e-10 |
| 343 | 1 | 1.9903e-09 | 9.9515e-10 |
| 344 | 1 | 8.1763e-09 | 4.08815e-09 |
| 345 | 1 | 2.57281e-08 | 1.28641e-08 |
| 346 | 1 | 9.82342e-08 | 4.91171e-08 |
| 347 | 1 | 4.54943e-07 | 2.27472e-07 |
| 348 | 0.999999 | 2.21864e-06 | 1.10932e-06 |
| 349 | 0.999995 | 9.44954e-06 | 4.72477e-06 |
| 350 | 0.999996 | 7.03555e-06 | 3.51777e-06 |
| 351 | 0.999991 | 1.76015e-05 | 8.80073e-06 |
| 352 | 0.999959 | 8.23798e-05 | 4.11899e-05 |
| 353 | 0.999765 | 0.000469609 | 0.000234804 |
| 354 | 0.999701 | 0.00059741 | 0.000298705 |
| 355 | 0.998185 | 0.00363062 | 0.00181531 |
| 356 | 0.991834 | 0.0163323 | 0.00816615 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 213 | 0.624633 | NOK |
| 5% type I error level | 277 | 0.812317 | NOK |
| 10% type I error level | 302 | 0.88563 | NOK |
