biogeme 2.7a [Mar 9 mai 2017 09:43:24 CEST]
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 May 30 13:45:10 2017
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| Report file: | 01nestedEstimation.html |
| Sample file: | __bin_optima.dat |
| Alt. 0 available: | 1906 |
| Alt. 0 chosen: | 536 |
| Alt. 1 available: | 1906 |
| Alt. 1 chosen: | 1256 |
| Alt. 2 available: | 1906 |
| Alt. 2 chosen: | 114 |
| Cte loglikelihood (only for full choice sets): | -1524.92 |
| Gender: females: | 871 |
| Gender: males: | 943 |
| Gender: unreported: | 92 |
| Null loglikelihood: | -2093.96 |
| Occupation: full time: | 798 |
| Sum of weights: | 0.814484 |
| Number of estimated parameters: | 9 |
| Sample size: | 1906 |
| Excluded observations: | 359 |
| Init log likelihood: | -2093.955 |
| Final log likelihood: | -1298.498 |
| Likelihood ratio test for the init. model: | 1590.913 |
| Rho-square for the init. model: | 0.380 |
| Rho-square-bar for the init. model: | 0.376 |
| Akaike Information Criterion: | 2614.997 |
| Bayesian Information Criterion: | 2664.971 |
| Final gradient norm: | +1.962e-05 |
| Diagnostic: | CFSQP: Normal termination. Obj: 6.05545e-06 Const: 6.05545e-06 |
| Iterations: | 27 |
| Data processing time: | 00:00 |
| Run time: | 00:01 |
| Nbr of threads: | 2 |
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 | 0.261 | 0.0837 | 3.12 | 0.00 | 0.100 | 2.61 | 0.01 | ||
| ASC_SM | 0.0590 | 0.122 | 0.48 | 0.63 | * | 0.217 | 0.27 | 0.79 | * |
| BETA_COST | -0.716 | 0.0748 | -9.57 | 0.00 | 0.138 | -5.18 | 0.00 | ||
| BETA_DIST_FEMALE | -0.831 | 0.129 | -6.46 | 0.00 | 0.193 | -4.31 | 0.00 | ||
| BETA_DIST_MALE | -0.686 | 0.104 | -6.58 | 0.00 | 0.161 | -4.27 | 0.00 | ||
| BETA_DIST_UNREPORTED | -0.703 | 0.190 | -3.70 | 0.00 | 0.196 | -3.58 | 0.00 | ||
| BETA_TIME_FULLTIME | -1.60 | 0.305 | -5.23 | 0.00 | 0.333 | -4.80 | 0.00 | ||
| BETA_TIME_OTHER | -0.577 | 0.255 | -2.26 | 0.02 | 0.296 | -1.95 | 0.05 | * | |
| NEST_NOCAR | 1.53 | 0.229 | 6.67 | 0.00 | 0.306 | 5.00 | 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 | ||
|---|---|---|---|---|---|---|---|---|---|---|---|
| BETA_COST | BETA_DIST_UNREPORTED | 0.00202 | 0.142 | -0.07 | 0.95 | * | 0.00677 | 0.249 | -0.06 | 0.95 | * |
| BETA_DIST_MALE | BETA_DIST_UNREPORTED | 0.00702 | 0.355 | 0.09 | 0.93 | * | 0.0113 | 0.358 | 0.08 | 0.94 | * |
| BETA_COST | BETA_DIST_MALE | 0.00183 | 0.234 | -0.26 | 0.79 | * | 0.00559 | 0.251 | -0.16 | 0.87 | * |
| BETA_DIST_MALE | BETA_TIME_OTHER | 0.00223 | 0.0838 | -0.41 | 0.68 | * | 0.0110 | 0.230 | -0.36 | 0.72 | * |
| BETA_DIST_UNREPORTED | BETA_TIME_OTHER | 0.00380 | 0.0784 | -0.41 | 0.68 | * | 0.00508 | 0.0872 | -0.37 | 0.71 | * |
| BETA_COST | BETA_TIME_OTHER | -0.00328 | -0.172 | -0.50 | 0.62 | * | -0.00580 | -0.141 | -0.40 | 0.69 | * |
| BETA_COST | BETA_DIST_FEMALE | 0.00219 | 0.227 | 0.86 | 0.39 | * | 0.00674 | 0.253 | 0.56 | 0.58 | * |
| BETA_DIST_FEMALE | BETA_DIST_UNREPORTED | 0.00859 | 0.351 | -0.68 | 0.50 | * | 0.0146 | 0.387 | -0.59 | 0.55 | * |
| BETA_DIST_FEMALE | BETA_TIME_OTHER | 0.00351 | 0.107 | -0.93 | 0.35 | * | 0.00439 | 0.0767 | -0.74 | 0.46 | * |
| BETA_DIST_FEMALE | BETA_DIST_MALE | 0.00915 | 0.681 | -1.51 | 0.13 | * | 0.0156 | 0.504 | -0.81 | 0.42 | * |
| ASC_CAR | ASC_SM | 0.00352 | 0.344 | 1.66 | 0.10 | * | -0.00233 | -0.107 | 0.82 | 0.42 | * |
| ASC_SM | BETA_TIME_OTHER | 0.00834 | 0.267 | 2.53 | 0.01 | -0.00394 | -0.0614 | 1.68 | 0.09 | * | |
| BETA_DIST_FEMALE | BETA_TIME_FULLTIME | 0.00544 | 0.138 | 2.44 | 0.01 | 0.0103 | 0.160 | 2.15 | 0.03 | ||
| ASC_SM | BETA_DIST_MALE | -0.00396 | -0.311 | 4.06 | 0.00 | -0.0224 | -0.642 | 2.17 | 0.03 | ||
| ASC_SM | BETA_DIST_UNREPORTED | -0.00399 | -0.172 | 3.14 | 0.00 | -0.00774 | -0.182 | 2.40 | 0.02 | ||
| BETA_DIST_UNREPORTED | BETA_TIME_FULLTIME | 0.00346 | 0.0596 | 2.56 | 0.01 | 0.00726 | 0.111 | 2.44 | 0.01 | ||
| BETA_COST | BETA_TIME_FULLTIME | -0.00120 | -0.0527 | 2.77 | 0.01 | -0.000434 | -0.00943 | 2.44 | 0.01 | ||
| ASC_SM | BETA_DIST_FEMALE | -0.00495 | -0.314 | 4.37 | 0.00 | -0.0204 | -0.489 | 2.52 | 0.01 | ||
| BETA_DIST_MALE | BETA_TIME_FULLTIME | 0.00722 | 0.227 | 3.04 | 0.00 | 0.0219 | 0.409 | 2.99 | 0.00 | ||
| ASC_SM | BETA_COST | 0.000727 | 0.0794 | 5.61 | 0.00 | 0.00431 | 0.144 | 3.23 | 0.00 | ||
| BETA_TIME_FULLTIME | BETA_TIME_OTHER | 0.0348 | 0.447 | -3.42 | 0.00 | 0.0556 | 0.563 | -3.45 | 0.00 | ||
| ASC_CAR | BETA_TIME_OTHER | 0.0142 | 0.663 | 4.00 | 0.00 | 0.0224 | 0.755 | 3.64 | 0.00 | ||
| ASC_CAR | NEST_NOCAR | -0.00147 | -0.0769 | -5.07 | 0.00 | -0.00808 | -0.264 | -3.66 | 0.00 | ||
| ASC_SM | BETA_TIME_FULLTIME | 0.00887 | 0.238 | 5.51 | 0.00 | -0.00848 | -0.118 | 3.96 | 0.00 | ||
| BETA_TIME_OTHER | NEST_NOCAR | -0.000916 | -0.0157 | -6.09 | 0.00 | -0.0248 | -0.274 | -4.38 | 0.00 | ||
| ASC_CAR | BETA_DIST_UNREPORTED | 0.000573 | 0.0360 | 4.71 | 0.00 | 0.00247 | 0.126 | 4.62 | 0.00 | ||
| ASC_CAR | BETA_DIST_FEMALE | 0.000481 | 0.0446 | 7.26 | 0.00 | 0.00285 | 0.148 | 5.36 | 0.00 | ||
| ASC_SM | NEST_NOCAR | 0.00216 | 0.0770 | -5.85 | 0.00 | 0.0389 | 0.588 | -5.88 | 0.00 | ||
| ASC_CAR | BETA_COST | 0.000294 | 0.0470 | 8.92 | 0.00 | 0.00152 | 0.110 | 6.05 | 0.00 | ||
| BETA_DIST_MALE | NEST_NOCAR | 0.0165 | 0.690 | -12.70 | 0.00 | -0.00623 | -0.127 | -6.10 | 0.00 | ||
| ASC_CAR | BETA_DIST_MALE | 0.000621 | 0.0712 | 7.35 | 0.00 | 0.00622 | 0.386 | 6.19 | 0.00 | ||
| BETA_TIME_FULLTIME | NEST_NOCAR | 0.00650 | 0.0930 | -8.58 | 0.00 | -0.0178 | -0.175 | -6.38 | 0.00 | ||
| ASC_CAR | BETA_TIME_FULLTIME | 0.0151 | 0.593 | 7.03 | 0.00 | 0.0236 | 0.708 | 6.85 | 0.00 | ||
| BETA_DIST_UNREPORTED | NEST_NOCAR | 0.0148 | 0.340 | -9.19 | 0.00 | 0.0131 | 0.219 | -6.86 | 0.00 | ||
| BETA_DIST_FEMALE | NEST_NOCAR | 0.0199 | 0.675 | -13.80 | 0.00 | 0.0107 | 0.181 | -7.14 | 0.00 | ||
| BETA_COST | NEST_NOCAR | 0.00453 | 0.264 | -10.14 | 0.00 | 0.0156 | 0.368 | -7.87 | 0.00 |
Smallest singular value: 1.425