biogeme 2.6a [Mon Apr 17 15:33:55 CEST 2017]
Home page: http://biogeme.epfl.ch
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Michel Bierlaire, Transport and Mobility Laboratory, Ecole Polytechnique Fédérale de Lausanne (EPFL)
This file has automatically been generated on Tue Apr 18 19:54:32 2017
If you drag this HTML file into the Calc application of OpenOffice, or the spreadsheet of LibreOffice, you will be able to perform additional calculations.
| Report file: | 11cnl.html |
| Sample file: | __bin_swissmetro.dat |
| Car utility: | ASC_CAR + B_TIME * CAR_TT_SCALED + B_COST * CAR_CO_SCALED |
| Swissmetro utility: | ASC_SM + B_TIME * SM_TT_SCALED + B_COST * SM_COST_SCALED |
| Train utility: | ASC_TRAIN + B_TIME * TRAIN_TT_SCALED + B_COST * TRAIN_COST_SCALED |
| Alt. 1 available: | 6768 |
| Alt. 1 chosen: | 908 |
| Alt. 2 available: | 6768 |
| Alt. 2 chosen: | 4090 |
| Alt. 3 available: | 5607 |
| Alt. 3 chosen: | 1770 |
| Cte loglikelihood (only for full choice sets): | -6257.86 |
| Null loglikelihood: | -6964.66 |
| Number of estimated parameters: | 7 |
| Sample size: | 6768 |
| Excluded observations: | 3960 |
| Init log likelihood: | -6964.663 |
| Final log likelihood: | -5214.049 |
| Likelihood ratio test for the init. model: | 3501.228 |
| Rho-square for the init. model: | 0.251 |
| Rho-square-bar for the init. model: | 0.250 |
| Akaike Information Criterion: | 10442.098 |
| Bayesian Information Criterion: | 10489.838 |
| Final gradient norm: | +3.323e-03 |
| Diagnostic: | Trust region algorithm with simple bounds (CGT2000): Convergence reached... |
| Iterations: | 14 |
| Data processing time: | 00:00 |
| Run time: | 00:04 |
| Nbr of threads: | 12 |
Click on the headers of the columns to sort the table [Credits]
| Name | Value | Std err | t-test | p-value | Robust Std err | Robust t-test | p-value | ||
|---|---|---|---|---|---|---|---|---|---|
| ALPHA_EXISTING | 0.495 | 0.0289 | 17.11 | 0.00 | 0.0348 | 14.25 | 0.00 | ||
| ASC_CAR | -0.240 | 0.0384 | -6.26 | 0.00 | 0.0534 | -4.50 | 0.00 | ||
| ASC_TRAIN | 0.0983 | 0.0563 | 1.74 | 0.08 | * | 0.0700 | 1.40 | 0.16 | * |
| B_COST | -0.819 | 0.0446 | -18.36 | 0.00 | 0.0590 | -13.89 | 0.00 | ||
| B_TIME | -0.777 | 0.0558 | -13.93 | 0.00 | 0.102 | -7.59 | 0.00 | ||
| MU_EXISTING | 2.51 | 0.175 | 14.40 | 0.00 | 0.248 | 10.13 | 0.00 | ||
| MU_PUBLIC | 4.11 | 0.569 | 7.23 | 0.00 | 0.497 | 8.28 | 0.00 |
Click on the headers of the columns to sort the table [Credits]
| Coefficient1 | Coefficient2 | Covariance | Correlation | t-test | p-value | Rob. cov. | Rob. corr. | Rob. t-test | p-value | ||
|---|---|---|---|---|---|---|---|---|---|---|---|
| B_COST | B_TIME | 0.00115 | 0.460 | -0.79 | 0.43 | * | 0.00307 | 0.509 | -0.48 | 0.63 | * |
| MU_EXISTING | MU_PUBLIC | 0.0152 | 0.153 | -2.81 | 0.00 | 0.0293 | 0.237 | -3.20 | 0.00 | ||
| ASC_CAR | B_TIME | -0.00132 | -0.614 | 6.31 | 0.00 | -0.00454 | -0.829 | 3.58 | 0.00 | ||
| ALPHA_EXISTING | ASC_TRAIN | -0.000985 | -0.604 | 5.13 | 0.00 | -0.00103 | -0.422 | 4.39 | 0.00 | ||
| ASC_CAR | ASC_TRAIN | 0.000650 | 0.300 | -5.85 | 0.00 | 0.00163 | 0.436 | -5.05 | 0.00 | ||
| ASC_TRAIN | B_TIME | -0.000275 | -0.0876 | 10.59 | 0.00 | -0.00280 | -0.390 | 6.04 | 0.00 | ||
| ASC_CAR | B_COST | -0.000103 | -0.0601 | 9.54 | 0.00 | -0.000832 | -0.264 | 6.47 | 0.00 | ||
| ALPHA_EXISTING | MU_PUBLIC | -0.00763 | -0.464 | -6.21 | 0.00 | -0.0124 | -0.718 | -6.93 | 0.00 | ||
| ALPHA_EXISTING | MU_EXISTING | -0.000947 | -0.188 | -11.08 | 0.00 | -0.000532 | -0.0616 | -7.99 | 0.00 | ||
| ASC_CAR | MU_PUBLIC | 0.00105 | 0.0483 | -7.66 | 0.00 | -0.00845 | -0.318 | -8.43 | 0.00 | ||
| ASC_TRAIN | MU_PUBLIC | 0.0230 | 0.719 | -7.58 | 0.00 | 0.0157 | 0.451 | -8.55 | 0.00 | ||
| ASC_TRAIN | MU_EXISTING | 0.00169 | 0.172 | -13.89 | 0.00 | 0.00491 | 0.282 | -10.14 | 0.00 | ||
| ASC_CAR | MU_EXISTING | -0.00258 | -0.385 | -14.30 | 0.00 | -0.00353 | -0.266 | -10.30 | 0.00 | ||
| B_COST | MU_PUBLIC | 0.00941 | 0.371 | -8.91 | 0.00 | 0.0131 | 0.449 | -10.42 | 0.00 | ||
| ALPHA_EXISTING | B_TIME | -0.000439 | -0.272 | 18.31 | 0.00 | -0.00137 | -0.385 | 10.59 | 0.00 | ||
| B_TIME | MU_PUBLIC | 0.00680 | 0.214 | -8.74 | 0.00 | 0.0230 | 0.453 | -10.64 | 0.00 | ||
| ASC_TRAIN | B_COST | 0.00104 | 0.413 | 16.50 | 0.00 | 0.000868 | 0.210 | 11.26 | 0.00 | ||
| B_TIME | MU_EXISTING | 0.00653 | 0.671 | -22.97 | 0.00 | 0.00854 | 0.336 | -14.03 | 0.00 | ||
| B_COST | MU_EXISTING | 0.00361 | 0.464 | -20.98 | 0.00 | 0.00567 | 0.387 | -14.37 | 0.00 | ||
| ALPHA_EXISTING | ASC_CAR | 0.000392 | 0.353 | 18.81 | 0.00 | 0.000809 | 0.436 | 14.87 | 0.00 | ||
| ALPHA_EXISTING | B_COST | -0.000393 | -0.305 | 21.86 | 0.00 | -0.000766 | -0.374 | 16.66 | 0.00 |
Smallest singular value: 1.4067