biogeme 2.6a [Mon Apr 17 15:33:55 CEST 2017]
Home page: http://biogeme.epfl.ch
Submit questions to https://groups.google.com/d/forum/biogeme
Michel Bierlaire, Transport and Mobility Laboratory, Ecole Polytechnique Fédérale de Lausanne (EPFL)
This file has automatically been generated on Tue Apr 18 20:04:57 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: | 26triangularPanelMixture.html |
| Sample file: | __bin_swissmetro.dat |
| Car utility: | ASC_CAR + B_TIME * CAR_TT_SCALED + B_COST * CAR_CO_SCALED + SIGMA_CAR * ( User defined(7) ) |
| Swissmetro utility: | ASC_SM + B_TIME * SM_TT_SCALED + B_COST * SM_COST_SCALED + SIGMA_SM * ( User defined(6) ) |
| Train utility: | ASC_TRAIN + B_TIME * TRAIN_TT_SCALED + B_COST * TRAIN_COST_SCALED + SIGMA_TRAIN * ( User defined(8) ) |
| Number of individuals: | 752 |
| Number of draws: | 500 |
| Number of estimated parameters: | 7 |
| Sample size: | 6768 |
| Excluded observations: | 3960 |
| Init log likelihood: | -6964.663 |
| Final log likelihood: | -3861.662 |
| Likelihood ratio test for the init. model: | 6206.002 |
| Rho-square for the init. model: | 0.446 |
| Rho-square-bar for the init. model: | 0.445 |
| Akaike Information Criterion: | 7737.324 |
| Bayesian Information Criterion: | 7785.063 |
| Final gradient norm: | +1.341e-03 |
| Diagnostic: | Trust region algorithm with simple bounds (CGT2000): Convergence reached... |
| Iterations: | 12 |
| Data processing time: | 00:00 |
| Run time: | 02:07 |
| 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 | ||
|---|---|---|---|---|---|---|---|---|---|
| ASC_CAR | -0.868 | 0.193 | -4.49 | 0.00 | 0.756 | -1.15 | 0.25 | * | |
| ASC_TRAIN | -2.42 | 0.266 | -9.08 | 0.00 | 0.597 | -4.05 | 0.00 | ||
| B_COST | -2.54 | 0.156 | -16.32 | 0.00 | 0.477 | -5.32 | 0.00 | ||
| B_TIME | -2.75 | 0.136 | -20.25 | 0.00 | 0.614 | -4.47 | 0.00 | ||
| SIGMA_CAR | 7.74 | 0.620 | 12.49 | 0.00 | 2.19 | 3.54 | 0.00 | ||
| SIGMA_SM | -5.32 | 0.481 | -11.04 | 0.00 | 1.58 | -3.36 | 0.00 | ||
| SIGMA_TRAIN | 7.60 | 0.682 | 11.14 | 0.00 | 1.25 | 6.08 | 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 | ||
|---|---|---|---|---|---|---|---|---|---|---|---|
| SIGMA_CAR | SIGMA_TRAIN | -0.0676 | -0.160 | 0.14 | 0.89 | * | -2.01 | -0.736 | 0.04 | 0.96 | * |
| ASC_TRAIN | B_COST | 0.00223 | 0.0538 | 0.40 | 0.69 | * | 0.0812 | 0.285 | 0.19 | 0.85 | * |
| B_COST | B_TIME | 0.00934 | 0.442 | 1.33 | 0.18 | * | 0.0146 | 0.0499 | 0.27 | 0.79 | * |
| ASC_TRAIN | B_TIME | -0.00638 | -0.176 | 1.03 | 0.30 | * | -0.295 | -0.804 | 0.29 | 0.78 | * |
| B_TIME | SIGMA_SM | 0.0281 | 0.430 | 5.83 | 0.00 | -0.0246 | -0.0253 | 1.50 | 0.13 | * | |
| ASC_CAR | B_TIME | 0.00138 | 0.0526 | 8.16 | 0.00 | -0.207 | -0.446 | 1.61 | 0.11 | * | |
| ASC_TRAIN | SIGMA_SM | 0.0225 | 0.176 | 5.70 | 0.00 | 0.407 | 0.431 | 2.03 | 0.04 | ||
| B_COST | SIGMA_SM | 0.0297 | 0.397 | 6.26 | 0.00 | 0.584 | 0.774 | 2.22 | 0.03 | ||
| ASC_CAR | ASC_TRAIN | 0.00850 | 0.165 | 5.13 | 0.00 | 0.302 | 0.669 | 2.73 | 0.01 | ||
| ASC_CAR | B_COST | 0.0114 | 0.380 | 8.49 | 0.00 | 0.215 | 0.595 | 2.75 | 0.01 | ||
| ASC_CAR | SIGMA_CAR | -0.0476 | -0.398 | -11.97 | 0.00 | -1.47 | -0.889 | -2.99 | 0.00 | ||
| SIGMA_CAR | SIGMA_SM | -0.0980 | -0.328 | 14.49 | 0.00 | -3.24 | -0.936 | 3.52 | 0.00 | ||
| B_COST | SIGMA_CAR | -0.0557 | -0.577 | -14.26 | 0.00 | -0.661 | -0.633 | -4.09 | 0.00 | ||
| ASC_TRAIN | SIGMA_CAR | 0.0154 | 0.0934 | -15.60 | 0.00 | -0.513 | -0.393 | -4.09 | 0.00 | ||
| ASC_CAR | SIGMA_SM | 0.0168 | 0.181 | 9.16 | 0.00 | 1.01 | 0.844 | 4.33 | 0.00 | ||
| B_TIME | SIGMA_CAR | -0.0453 | -0.538 | -14.94 | 0.00 | 0.113 | 0.0846 | -4.72 | 0.00 | ||
| B_TIME | SIGMA_TRAIN | 0.00419 | 0.0453 | -15.00 | 0.00 | -0.192 | -0.250 | -6.79 | 0.00 | ||
| ASC_TRAIN | SIGMA_TRAIN | -0.112 | -0.614 | -11.49 | 0.00 | 0.218 | 0.293 | -8.23 | 0.00 | ||
| ASC_CAR | SIGMA_TRAIN | 0.00667 | 0.0506 | -12.10 | 0.00 | 0.684 | 0.724 | -9.68 | 0.00 | ||
| B_COST | SIGMA_TRAIN | 0.00678 | 0.0638 | -14.69 | 0.00 | 0.363 | 0.608 | -9.82 | 0.00 | ||
| SIGMA_SM | SIGMA_TRAIN | 0.0699 | 0.213 | -17.30 | 0.00 | 1.41 | 0.715 | -11.61 | 0.00 |
Smallest singular value: 1.5397