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 19:56:17 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: 13panelNormalized.html
Sample file: __bin_swissmetro.dat

Formulas

Car utility: ASC_CAR + B_TIME * CAR_TT_SCALED + B_COST * CAR_CO_SCALED + SIGMA_CAR * ( Normal(0) )
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 + SIGMA_TRAIN * ( Normal(1) )

Statistics

Number of individuals: 752

Estimation report

Number of draws: 500
Number of estimated parameters: 6
Sample size: 6768
Excluded observations: 3960
Init log likelihood: -3837.854
Final log likelihood: -3833.443
Likelihood ratio test for the init. model: 8.823
Rho-square for the init. model: 0.001
Rho-square-bar for the init. model: -0.000
Akaike Information Criterion: 7678.886
Bayesian Information Criterion: 7719.805
Final gradient norm: +1.101e-05
Diagnostic: Trust region algorithm with simple bounds (CGT2000): Convergence reached...
Iterations: 5
Data processing time: 00:00
Run time: 00:37
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-0.8980.207-4.350.000.669-1.340.18*
ASC_TRAIN-2.190.239-9.190.000.482-4.550.00
B_COST-2.920.176-16.610.000.431-6.770.00
B_TIME-2.990.148-20.220.000.538-5.570.00
SIGMA_CAR4.520.31814.190.001.193.790.00
SIGMA_TRAIN3.300.18817.530.000.22414.750.00

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_TIME0.01370.5260.440.66*0.002020.008730.100.92*
ASC_TRAINB_TIME-0.00969-0.2742.550.01-0.212-0.8190.820.41*
SIGMA_CARSIGMA_TRAIN0.01200.1993.620.000.1140.4251.090.28*
ASC_TRAINB_COST-0.00128-0.03052.420.020.05960.2871.330.18*
ASC_CARB_TIME0.001630.05348.460.00-0.133-0.3692.090.04
ASC_CARASC_TRAIN0.002220.04504.200.000.1880.5832.350.02
ASC_CARSIGMA_CAR-0.0159-0.242-12.920.00-0.740-0.927-2.960.00
ASC_TRAINSIGMA_CAR0.006410.0844-17.600.00-0.269-0.468-4.530.00
B_COSTSIGMA_CAR-0.0362-0.646-16.450.00-0.410-0.796-4.770.00
ASC_CARB_COST0.01140.3138.970.000.2270.7884.780.00
ASC_CARSIGMA_TRAIN-4.10e-05-0.00105-15.010.00-0.0586-0.392-5.360.00
B_TIMESIGMA_CAR-0.0314-0.667-17.410.000.1330.208-6.240.00
ASC_TRAINSIGMA_TRAIN-0.0288-0.641-14.180.00-0.0428-0.398-9.060.00
B_TIMESIGMA_TRAIN-0.00438-0.157-24.480.00-0.00681-0.0566-10.600.00
B_COSTSIGMA_TRAIN-0.00572-0.173-22.300.00-0.0430-0.445-10.970.00

Smallest singular value: 4.54647