biogeme 3.1.0 [October 1, 2018]

Python package

Home page: http://biogeme.epfl.ch

Submit questions to https://groups.google.com/d/forum/biogeme

Michel Bierlaire, Transport and Mobility Laboratory, Ecole Polytechnique Fédérale de Lausanne (EPFL)

This file has automatically been generated on 2018-12-27 15:26:38.140906

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
Database name: swissmetro

Estimation report

Number of estimated parameters: 5
Sample size: 6768
Excluded observations: 3960
Init log likelihood: -6879.406
Final log likelihood: -5214.879
Likelihood ratio test for the init. model: 3329.055
Rho-square for the init. model: 0.242
Rho-square-bar for the init. model: 0.241
Akaike Information Criterion: 10439.76
Bayesian Information Criterion: 10473.86
Final gradient norm: 3.5271E-02
Diagnostic: b'CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL'
Database readings: 13
Iterations: 12
Data processing time: 0:00:00.000007
Optimization time: 0:00:20.353489
Nbr of threads: 8

Estimated parameters

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

NameValueStd errt-testp-valueRob. Std errRob. t-testRob. p-value
ASC_CAR0.1370.05162.660.007920.05172.650.00803
ASC_TRAIN-0.4010.0634-6.332.44e-100.0656-6.129.64e-10
B_COST-1.290.063-20.400.0863-14.90
B_TIME-2.260.119-19.100.117-19.40
B_TIME_S1.650.13512.300.12513.30

Correlation of coefficients

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

Coefficient1Coefficient2CovarianceCorrelationt-testp-valueRob. cov.Rob. corr.Rob. t-testRob. p-value
ASC_TRAINASC_CAR0.002050.626-10.600.002240.661-10.80
B_COSTASC_CAR0.0001880.0577-1800.0001340.03-14.30
B_COSTASC_TRAIN-0.000148-0.037-9.720-0.000328-0.0579-7.942e-15
B_TIMEASC_CAR-0.00393-0.642-15.30-0.00385-0.638-15.50
B_TIMEASC_TRAIN-0.0046-0.611-11.30-0.00478-0.625-11.20
B_TIMEB_COST0.002350.314-8.4300.003690.367-8.340
B_TIME_SASC_CAR0.002930.42212.400.002770.42913.50
B_TIME_SASC_TRAIN0.001930.22515.200.001710.209160
B_TIME_SB_COST-0.00249-0.29317.90-0.00306-0.28517.20
B_TIME_SB_TIME-0.0124-0.77716.40-0.0109-0.75117.30

Smallest eigenvalue: 32.4559

Smallest singular value: 32.4559