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 15:41:33.120321

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: 12panelIntegral.html
Database name: swissmetro

Estimation report

Number of estimated parameters: 5
Sample size: 752
Observations: 6768
Excluded observations: 3960
Init log likelihood: -6922.03
Final log likelihood: -4359.521
Likelihood ratio test for the init. model: 5125.02
Rho-square for the init. model: 0.37
Rho-square-bar for the init. model: 0.369
Akaike Information Criterion: 8729.041
Bayesian Information Criterion: 8752.155
Final gradient norm: 8.7162E-02
Diagnostic: b'CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL'
Database readings: 14
Iterations: 13
Data processing time: 0:00:00.000006
Optimization time: 0:00:16.792465
Bootstrapping time: 0:01:11.770647
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-valueBootstrap[10] Std errBootstrap t-testBootstrap p-value
ASC_CAR0.26nan0101.8e+30800.08053.230
ASC_TRAIN-0.627nan010-1.8e+30800.164-3.830
B_COST-1.66nan010-1.8e+30800.214-7.750
B_TIME-3.02nan010-1.8e+30800.163-18.50
B_TIME_S3.75nan0101.8e+30800.062759.80

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-valueBoot. cov.Boot. corr.Boot. t-testBoot. p-value
ASC_TRAINASC_CAR-2.23e-3101.8e+308-1.8e+308001.8e+308-1.8e+3080-0.00331-0.251-4.448.87e-06
B_COSTASC_CAR-2.23e-3101.8e+308-1.8e+308001.8e+308-1.8e+3080-4.85e-05-0.00281-8.380
B_COSTASC_TRAIN-2.23e-3101.8e+308-1.8e+308001.8e+308-1.8e+30800.0120.343-4.682.84e-06
B_TIMEASC_CAR-2.23e-3101.8e+308-1.8e+308001.8e+308-1.8e+3080-0.00555-0.423-15.60
B_TIMEASC_TRAIN-2.23e-3101.8e+308-1.8e+308001.8e+308-1.8e+3080-0.0082-0.308-9.060
B_TIMEB_COST-2.23e-3101.8e+308-1.8e+308001.8e+308-1.8e+30800.003170.0908-5.281.31e-07
B_TIME_SASC_CAR-2.23e-3101.8e+3081.8e+308001.8e+3081.8e+3080-0.000655-0.1332.20
B_TIME_SASC_TRAIN-2.23e-3101.8e+3081.8e+308001.8e+3081.8e+30800.007390.7234.60
B_TIME_SB_COST-2.23e-3101.8e+3081.8e+308001.8e+3081.8e+30800.004280.31926.60
B_TIME_SB_TIME-2.23e-3101.8e+3081.8e+308001.8e+3081.8e+3080-0.0042-0.41234.30

Smallest eigenvalue: -inf

Smallest singular value: 1.74015e+197