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 08:21:38 2016

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

Report file: 26triangularPanelMixture.html
Sample file: ../swissmetro.dat

Formulas

Car utility: ASC_CAR + B_TIME * CAR_TT_SCALED + B_COST * CAR_CO_SCALED + SIGMA_CAR * ( User defined(6) )
Swissmetro utility: ASC_SM + B_TIME * SM_TT_SCALED + B_COST * SM_COST_SCALED + SIGMA_SM * ( User defined(7) )
Train utility: ASC_TRAIN + B_TIME * TRAIN_TT_SCALED + B_COST * TRAIN_COST_SCALED + SIGMA_TRAIN * ( User defined(8) )

Statistics

Number of individuals: 752

Estimation report

Number of draws: 500
Number of estimated parameters: 7
Sample size: 6768
Data processing time: 00:00
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
Final gradient norm: +1.341e-03
Diagnostic: Convergence reached...
Iterations: 12
Run time: 02:17
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-0.8680.193-4.490.000.756-1.150.25*
ASC_TRAIN-2.420.266-9.080.000.597-4.050.00
B_COST-2.540.156-16.320.000.477-5.320.00
B_TIME-2.750.136-20.250.000.614-4.470.00
SIGMA_CAR7.740.62012.490.002.193.540.00
SIGMA_SM-5.320.481-11.040.001.58-3.360.00
SIGMA_TRAIN7.600.68211.140.001.256.080.00

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
SIGMA_CARSIGMA_TRAIN-0.0676-0.1600.140.89*-2.01-0.7360.040.96*
ASC_TRAINB_COST0.002230.05380.400.69*0.08120.2850.190.85*
B_COSTB_TIME0.009340.4421.330.18*0.01460.04990.270.79*
ASC_TRAINB_TIME-0.00638-0.1761.030.30*-0.295-0.8040.290.78*
B_TIMESIGMA_SM0.02810.4305.830.00-0.0246-0.02531.500.13*
ASC_CARB_TIME0.001380.05268.160.00-0.207-0.4461.610.11*
ASC_TRAINSIGMA_SM0.02250.1765.700.000.4070.4312.030.04
B_COSTSIGMA_SM0.02970.3976.260.000.5840.7742.220.03
ASC_CARASC_TRAIN0.008500.1655.130.000.3020.6692.730.01
ASC_CARB_COST0.01140.3808.490.000.2150.5952.750.01
ASC_CARSIGMA_CAR-0.0476-0.398-11.970.00-1.47-0.889-2.990.00
SIGMA_CARSIGMA_SM-0.0980-0.32814.490.00-3.24-0.9363.520.00
B_COSTSIGMA_CAR-0.0557-0.577-14.260.00-0.661-0.633-4.090.00
ASC_TRAINSIGMA_CAR0.01540.0934-15.600.00-0.513-0.393-4.090.00
ASC_CARSIGMA_SM0.01680.1819.160.001.010.8444.330.00
B_TIMESIGMA_CAR-0.0453-0.538-14.940.000.1130.0846-4.720.00
B_TIMESIGMA_TRAIN0.004190.0453-15.000.00-0.192-0.250-6.790.00
ASC_TRAINSIGMA_TRAIN-0.112-0.614-11.490.000.2180.293-8.230.00
ASC_CARSIGMA_TRAIN0.006670.0506-12.100.000.6840.724-9.680.00
B_COSTSIGMA_TRAIN0.006780.0638-14.690.000.3630.608-9.820.00
SIGMA_SMSIGMA_TRAIN0.06990.213-17.300.001.410.715-11.610.00

Smallest singular value: 1.5397