biogeme 2.6a [Mon Apr 17 15:33:55 CEST 2017]

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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 19:53:17 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: 05normalMixtureIntegral.html
Sample file: __bin_swissmetro.dat

Formulas

Car utility: ASC_CAR + ( B_TIME + B_TIME_S * omega ) * ( CAR_TT / ( 100 ) ) + B_COST * ( CAR_CO / ( 100 ) )
Swissmetro utility: ASC_SM + ( B_TIME + B_TIME_S * omega ) * ( SM_TT / ( 100 ) ) + B_COST * ( ( SM_CO * ( GA == ( 0 ) ) ) / ( 100 ) )
Train utility: ASC_TRAIN + ( B_TIME + B_TIME_S * omega ) * ( TRAIN_TT / ( 100 ) ) + B_COST * ( ( TRAIN_CO * ( GA == ( 0 ) ) ) / ( 100 ) )

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: 5
Sample size: 6768
Excluded observations: 3960
Init log likelihood: -6820.117
Final log likelihood: -5214.879
Likelihood ratio test for the init. model: 3210.477
Rho-square for the init. model: 0.235
Rho-square-bar for the init. model: 0.235
Akaike Information Criterion: 10439.757
Bayesian Information Criterion: 10473.857
Final gradient norm: +2.153e-04
Diagnostic: Trust region algorithm with simple bounds (CGT2000): Convergence reached...
Iterations: 9
Data processing time: 00:00
Run time: 00:19
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_CAR0.1370.05162.660.010.05172.650.01
ASC_TRAIN-0.4010.0634-6.330.000.0656-6.120.00
B_COST-1.290.0630-20.400.000.0863-14.900.00
B_TIME-2.260.119-19.050.000.117-19.380.00
B_TIME_S1.650.13512.280.000.12513.260.00

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
ASC_TRAINB_COST-0.000148-0.03709.720.00-0.000328-0.05797.940.00
B_COSTB_TIME0.002350.3148.430.000.003690.3678.340.00
ASC_CARASC_TRAIN0.002050.62610.590.000.002240.66110.780.00
ASC_TRAINB_TIME-0.00460-0.61211.250.00-0.00478-0.62511.220.00
ASC_CARB_TIME_S0.002930.422-12.410.000.002770.429-13.460.00
ASC_CARB_COST0.0001880.057717.980.000.0001340.029914.330.00
ASC_CARB_TIME-0.00393-0.64215.280.00-0.00384-0.63815.480.00
ASC_TRAINB_TIME_S0.001930.225-15.190.000.001710.209-16.030.00
B_COSTB_TIME_S-0.00249-0.293-17.860.00-0.00306-0.285-17.230.00
B_TIMEB_TIME_S-0.0124-0.777-16.380.00-0.0109-0.751-17.330.00

Smallest singular value: 5.55573