biogeme 2.5 [Mon Jun 20 11:51:48 CEST 2016]

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

Submit questions to http://groups.yahoo.com/group/biogeme

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

This file has automatically been generated on Mon Jun 20 12:02:01 2016

If you drag this HTML file into the Calc application of OpenOffice, you will be able to perform additional calculations.

Report file: 04latentChoiceSeq.html
Sample file: ../optima.dat

Estimation report

Number of estimated parameters: 10
Sample size: 1906
Data processing time: 00:00
Excluded observations: 359
Init log likelihood: -2093.955
Final log likelihood: -1174.054
Likelihood ratio test for the init. model: 1839.802
Rho-square for the init. model: 0.439
Rho-square-bar for the init. model: 0.435
Final gradient norm: +1.242e-04
Diagnostic: Normal termination. Obj: 6.05545e-06 Const: 6.05545e-06
Iterations: 51
Run time: 00:24
Nbr of threads: 12

Estimated parameters

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

Name ValueStd errt-testp-valueRobust Std errRobust t-testp-value
ASC_CAR0.6170.1524.060.000.1494.140.00
ASC_SM0.03040.2090.150.88*0.2960.100.92*
BETA_COST_HWH-1.790.311-5.740.000.534-3.350.00
BETA_COST_OTHER-1.200.337-3.560.000.849-1.410.16*
BETA_DIST-1.420.124-11.420.000.360-3.930.00
BETA_TIME_CAR_CL-0.4010.150-2.680.010.291-1.380.17*
BETA_TIME_CAR_REF-13.52.18-6.180.004.25-3.170.00
BETA_TIME_PT_CL0.6620.3481.900.06*1.050.630.53*
BETA_TIME_PT_REF-3.150.968-3.250.002.02-1.560.12*
BETA_WAITING_TIME-0.05190.0149-3.490.000.0307-1.690.09*

Correlation of coefficients

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

Coefficient1Coefficient2CovarianceCorrelationt-testp-valueRob. cov.Rob. corr.Rob. t-testp-value
ASC_CARBETA_TIME_PT_CL-0.00263-0.0498-0.110.91*-0.0200-0.127-0.040.97*
BETA_COST_OTHERBETA_DIST0.008440.2020.650.51*0.09200.3010.270.79*
ASC_SMBETA_WAITING_TIME-0.000228-0.07320.390.70*0.001370.1510.280.78*
ASC_SMBETA_TIME_PT_CL-0.0111-0.153-1.460.14*-0.0842-0.270-0.540.59*
BETA_COST_HWHBETA_TIME_PT_REF0.001710.005681.340.18*0.02680.02490.660.51*
BETA_TIME_PT_CLBETA_WAITING_TIME-0.00275-0.5332.000.04-0.0272-0.8410.660.51*
BETA_COST_HWHBETA_DIST0.007670.199-1.190.23*0.05430.282-0.670.50*
BETA_COST_HWHBETA_COST_OTHER0.02780.265-1.500.13*0.1450.321-0.700.49*
BETA_COST_OTHERBETA_TIME_CAR_CL-0.0203-0.403-1.900.06*-0.209-0.849-0.720.47*
BETA_COST_OTHERBETA_TIME_PT_REF-0.101-0.3111.740.08*-0.980-0.5720.750.45*
BETA_DISTBETA_TIME_PT_REF0.04600.3841.870.06*0.3190.4380.920.36*
ASC_SMBETA_TIME_CAR_CL-0.00976-0.3121.470.14*-0.0147-0.1700.960.34*
BETA_COST_OTHERBETA_TIME_PT_CL-0.0862-0.737-2.910.00-0.820-0.917-1.000.32*
BETA_TIME_CAR_CLBETA_WAITING_TIME-0.000363-0.163-2.280.02-0.00647-0.725-1.110.27*
BETA_TIME_CAR_CLBETA_TIME_PT_CL0.03450.662-3.900.000.2670.872-1.310.19*
BETA_COST_OTHERBETA_WAITING_TIME0.002070.415-3.460.000.02130.817-1.390.16*
BETA_TIME_CAR_CLBETA_TIME_PT_REF-0.0111-0.07672.770.010.2380.4051.430.15*
ASC_SMBETA_COST_OTHER0.01460.2073.430.000.05270.2101.460.14*
ASC_SMBETA_TIME_PT_REF0.05800.2863.420.00-0.200-0.3341.490.14*
BETA_TIME_PT_REFBETA_WAITING_TIME-0.00616-0.429-3.180.00-0.0360-0.581-1.520.13*
BETA_DISTBETA_TIME_PT_CL-0.00222-0.0514-5.540.00-0.0403-0.106-1.810.07*
BETA_DISTBETA_TIME_CAR_CL-0.00426-0.230-4.720.00-0.0403-0.385-1.870.06*
ASC_CARBETA_TIME_PT_REF0.06470.4404.130.000.08210.2731.900.06*
ASC_CARASC_SM0.02020.6343.600.000.007650.1731.910.06*
BETA_COST_HWHBETA_TIME_PT_CL-0.0104-0.0963-5.010.00-0.103-0.182-1.930.05*
BETA_COST_HWHBETA_TIME_CAR_CL0.004630.0995-4.180.00-0.0179-0.115-2.180.03
ASC_CARBETA_COST_OTHER0.007090.1395.190.000.03370.2662.210.03
ASC_SMBETA_DIST-0.00798-0.3075.270.00-0.0659-0.6182.450.01
BETA_TIME_CAR_REFBETA_TIME_PT_REF1.290.612-5.850.003.250.379-2.610.01
BETA_TIME_PT_CLBETA_TIME_PT_REF0.1770.5264.540.001.610.7582.720.01
ASC_CARBETA_TIME_CAR_CL-0.00677-0.2984.190.00-0.0138-0.3182.780.01
BETA_COST_HWHBETA_TIME_CAR_REF0.1010.1485.420.000.7890.3482.850.00
BETA_TIME_CAR_CLBETA_TIME_CAR_REF-0.179-0.5485.770.00-0.746-0.6042.950.00
BETA_TIME_CAR_REFBETA_TIME_PT_CL-0.143-0.189-6.220.00-1.27-0.283-3.030.00
BETA_DISTBETA_TIME_CAR_REF0.1540.5695.710.001.230.8023.040.00
ASC_SMBETA_COST_HWH0.005470.08405.050.000.007450.04723.040.00
BETA_COST_OTHERBETA_TIME_CAR_REF0.2120.2895.820.001.680.4673.120.00
ASC_SMBETA_TIME_CAR_REF0.1120.2456.310.00-0.209-0.1673.130.00
BETA_TIME_CAR_REFBETA_WAITING_TIME0.007050.218-6.160.000.05660.435-3.170.00
BETA_COST_HWHBETA_WAITING_TIME0.0006200.134-5.610.000.005040.308-3.310.00
ASC_CARBETA_TIME_CAR_REF0.06520.1976.530.000.2590.4093.360.00
BETA_DISTBETA_WAITING_TIME0.0002190.119-11.080.000.002460.223-3.850.00
ASC_CARBETA_WAITING_TIME-0.000461-0.2044.300.000.0002220.04854.440.00
ASC_CARBETA_COST_HWH0.004190.08877.200.000.01690.2124.600.00
ASC_CARBETA_DIST0.002610.13811.150.000.02290.4266.240.00

Smallest singular value: 0.189157