biogeme 2.5 [Mon Jun 20 11:51:48 CEST 2016]

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 Jun 21 08:07:16 2016

If you drag this HTML file into the Calc application of OpenOffice, you will be able to perform additional calculations.

Report file: 04modifVariables.html
Sample file: ../swissmetro.dat

Formulas

Car utility: ASC_CAR + B_TIME * CAR_TT_SCALED + B_COST * LOG_CAR_COST
Swissmetro utility: ASC_SM + B_TIME * SM_TT_SCALED + B_COST * LOG_SM_COST
Train utility: ASC_TRAIN + B_TIME * TRAIN_TT_SCALED + B_COST * LOG_TRAIN_COST

Statistics

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

Estimation report

Number of estimated parameters: 4
Sample size: 6768
Data processing time: 00:00
Excluded observations: 3960
Init log likelihood: -6964.663
Final log likelihood: -5423.299
Likelihood ratio test for the init. model: 3082.728
Rho-square for the init. model: 0.221
Rho-square-bar for the init. model: 0.221
Final gradient norm: +1.215e-04
Diagnostic: Convergence reached...
Iterations: 4
Run time: 00:00
Nbr of threads: 12

Estimated parameters

Click on the headers of the columns to sort the table [Credits]

Name ValueStd errt-testp-valueRobust Std errRobust t-testp-value
ASC_CAR-0.2740.0457-6.000.000.0628-4.370.00
ASC_TRAIN-0.8510.0560-15.210.000.0843-10.100.00
B_COST-1.040.0595-17.430.000.0661-15.680.00
B_TIME-1.070.0547-19.590.000.0970-11.050.00

Correlation of coefficients

Click on the headers of the columns to sort the table [Credits]

Coefficient1Coefficient2CovarianceCorrelationt-testp-valueRob. cov.Rob. corr.Rob. t-testp-value
B_COSTB_TIME-9.40e-05-0.02890.430.67*-0.000791-0.1230.280.78*
ASC_TRAINB_TIME-0.00223-0.7272.140.03-0.00721-0.8821.250.21*
ASC_TRAINB_COST0.0006710.2022.540.010.001600.2872.030.04
ASC_CARB_TIME-0.00150-0.6028.860.00-0.00496-0.8145.220.00
ASC_CARB_COST0.001140.42013.180.000.001610.38910.690.00
ASC_CARASC_TRAIN0.001560.61112.600.000.004400.83112.170.00

Smallest singular value: 5.9745