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 15:46:12.142334

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: 13panelNormalized.html
Database name: swissmetro

Estimation report

Number of estimated parameters: 6
Sample size: 752
Observations: 6768
Excluded observations: 3960
Init log likelihood: -6964.663
Final log likelihood: -3845.406
Likelihood ratio test for the init. model: 6238.514
Rho-square for the init. model: 0.448
Rho-square-bar for the init. model: 0.447
Akaike Information Criterion: 7702.812
Bayesian Information Criterion: 7730.548
Final gradient norm: 1.5505E-02
Diagnostic: b'CONVERGENCE: NORM_OF_PROJECTED_GRADIENT_<=_PGTOL'
Database readings: 20
Iterations: 17
Data processing time: 0:00:00.000007
Number of draws: 500
Draws generation time: 0:00:00.879597
Optimization time: 0:02:06.998223
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_CAR-1.030.198-5.211.88e-070.679-1.520.128
ASC_TRAIN-2.150.246-8.7600.505-4.262e-05
B_COST-2.80.171-16.400.392-7.139.78e-13
B_TIME-2.890.148-19.500.583-4.976.79e-07
SIGMA_CAR4.220.30413.901.014.192.75e-05
SIGMA_TRAIN-3.650.236-15.400.305-120

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_CAR0.006460.133-3.80.0001440.2390.697-2.290.0218
B_COSTASC_CAR0.01170.347-8.3200.1930.725-3.690.000227
B_COSTASC_TRAIN-0.00258-0.0615-2.090.03620.05580.282-1.180.237
B_TIMEASC_CAR0.0007260.0247-7.612.69e-14-0.192-0.486-1.710.0871
B_TIMEASC_TRAIN-0.0123-0.337-2.270.0231-0.24-0.818-0.7160.474
B_TIMEB_COST0.01320.521-0.6260.5320.010.0439-0.1430.886
SIGMA_CARASC_CAR-0.016-0.265130-0.589-0.8633.220.00126
SIGMA_CARASC_TRAIN0.01180.15817.70-0.209-0.4134.919.24e-07
SIGMA_CARB_COST-0.0338-0.65116.10-0.307-0.7795.261.45e-07
SIGMA_CARB_TIME-0.0304-0.6741700.08970.1536.574.99e-11
SIGMA_TRAINASC_CAR0.004220.0902-8.890-0.000258-0.00125-3.510.000442
SIGMA_TRAINASC_TRAIN0.03560.614-7.061.66e-120.02580.168-2.750.00594
SIGMA_TRAINB_COST0.003420.0848-3.050.002310.006790.0568-1.760.0776
SIGMA_TRAINB_TIME0.003110.0887-2.810.004880.03630.205-1.260.209
SIGMA_TRAINSIGMA_CAR-0.00429-0.0597-19.900.01230.0403-7.573.71e-14

Smallest eigenvalue: 7.97685

Smallest singular value: 7.97685