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 15:30:32.871827

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: 06unifMixtureIntegral.html
Database name: swissmetro

Estimation report

Number of estimated parameters: 5
Sample size: 6768
Excluded observations: 3960
Init log likelihood: -6922.093
Final log likelihood: -5215.072
Likelihood ratio test for the init. model: 3414.041
Rho-square for the init. model: 0.247
Rho-square-bar for the init. model: 0.246
Akaike Information Criterion: 10440.14
Bayesian Information Criterion: 10474.24
Final gradient norm: 3.5454E-02
Diagnostic: b'CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL'
Database readings: 14
Iterations: 13
Data processing time: 0:00:00.000007
Optimization time: 0:00:34.701839
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_CAR0.1450.05272.750.005920.05332.720.00656
ASC_TRAIN-0.3850.0639-6.031.63e-090.066-5.835.43e-09
B_COST-1.280.0627-20.400.0866-14.80
B_TIME-2.320.129-1800.126-18.40
B_TIME_S2.880.21513.400.214.40

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_CAR0.002180.65-10.600.002410.685-10.90
B_COSTASC_CAR0.0001850.0559-17.900.0001720.0373-14.20
B_COSTASC_TRAIN-0.000182-0.0455-9.750-0.000319-0.0558-7.991.33e-15
B_TIMEASC_CAR-0.00446-0.657-14.70-0.00446-0.663-14.80
B_TIMEASC_TRAIN-0.00531-0.645-10.90-0.00549-0.66-110
B_TIMEB_COST0.002340.29-8.282.22e-160.003530.323-8.164.44e-16
B_TIME_SASC_CAR0.005540.49114.100.005510.51715.30
B_TIME_SASC_TRAIN0.004750.34716.200.004550.34417.40
B_TIME_SB_COST-0.00367-0.27317.30-0.00444-0.25617.50
B_TIME_SB_TIME-0.0233-0.84215.70-0.0209-0.82716.60

Smallest eigenvalue: 16.4227

Smallest singular value: 16.4227