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 15:39:50.983455

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: 12panel.html
Database name: swissmetro

Estimation report

Number of estimated parameters: 5
Sample size: 752
Observations: 6768
Excluded observations: 3960
Init log likelihood: -6964.663
Final log likelihood: -4364.995
Likelihood ratio test for the init. model: 5199.336
Rho-square for the init. model: 0.373
Rho-square-bar for the init. model: 0.373
Akaike Information Criterion: 8739.99
Bayesian Information Criterion: 8763.103
Final gradient norm: 3.2499E-02
Diagnostic: b'CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL'
Database readings: 24
Iterations: 21
Data processing time: 0:00:00.000007
Number of draws: 500
Draws generation time: 0:00:00.603563
Optimization time: 0:02:19.721194
Bootstrapping time: 0:06:13.609673
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_CAR0.290.05525.261.47e-070.1052.770.005580.1232.360.00558
ASC_TRAIN-0.5490.0763-7.26.22e-130.136-4.045.3e-050.0793-6.925.3e-05
B_COST-1.640.0776-21.200.296-5.562.75e-080.298-5.512.75e-08
B_TIME-3.270.162-20.200.2-16.400.125-26.20
B_TIME_S3.630.15922.800.21516.800.19318.70

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_CAR0.002530.6-13.600.007730.544-7.111.18e-120.006080.624-8.740
B_COSTASC_CAR0.0007210.168-22.100.003880.125-6.421.35e-100.02040.557-7.691.49e-14
B_COSTASC_TRAIN0.0007110.12-10.700.007280.181-3.620.0002930.006050.256-3.790.000148
B_TIMEASC_CAR-0.00323-0.361-18.80-0.00835-0.399-13.700.00410.268-23.80
B_TIMEASC_TRAIN-0.00385-0.311-13.60-0.00966-0.356-9.770-0.0032-0.323-16.20
B_TIMEB_COST0.001870.148-9.6300.02090.354-5.572.51e-080.02090.561-6.57.77e-11
B_TIME_SASC_CAR0.001960.22421.400.005790.25715.600.01020.42818.60
B_TIME_SASC_TRAIN0.0009920.081924.500.005350.1831800.003790.247220
B_TIME_SB_COST-0.00213-0.173280-0.0209-0.32912.600.007460.12915.80
B_TIME_SB_TIME-0.0176-0.68323.40-0.0375-0.87217.20-0.00964-0.39925.70

Smallest eigenvalue: 22.5933

Smallest singular value: 22.5933