biogeme 2.2 [Mar 7 fév 2012 18:12:14 CET]

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

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

This file has automatically been generated on Thu Feb 16 09:26:36 2012

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

Report file: 19latentVariable.html
Sample file: ../swissmetro.dat

Statistics

Alt. 1 available: 6768
Alt. 1 chosen: 908
Alt. 2 available: 6768
Alt. 2 chosen: 4090
Alt. 3 available: 5607
Alt. 3 chosen: 1770
Cte loglikelihood (only for full choice sets): -6257.86
Null loglikelihood: -6964.66

Estimation report

Number of draws: 15
Number of estimated parameters: 13
Sample size: 6768
Init log-likelihood: -12716.002
Final log-likelihood: -12709.173
Likelihood ratio test for the init. model: 13.658
Rho for the init. model: 0.001
Rho bar for the init. model: -0.000
Final gradient norm: +9.413e+01
Diagnostic: Iterations are stucked
Iterations: 38
Run time: 21:01
Nbr of threads: 4

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_TRAIN-0.6570.0384-17.140.000.0403-16.330.00
B_TIME-1.280.00446-287.040.000.00446-286.610.00
B_COST-0.8870.0504-17.600.000.0683-13.000.00
b_meanInc0.7290.015347.720.000.015148.320.00
b_gender0.3830.016423.380.000.016423.390.00
b_age1-1.761.80e+308-0.001.00*8.69e-08-20199647.540.00
b_age2-0.1990.0140-14.190.000.0137-14.530.00
b_sigma0.2010.02388.450.000.02298.810.00
ASC_CAR-0.1070.0360-2.980.000.0371-2.890.00
r_reveal0.9770.070213.910.000.071513.660.00
r_income0.8690.074311.700.000.076511.370.00
r_male1.240.10012.330.000.10311.990.00
scaleMeasurement4.370.16726.220.000.16526.410.00

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
r_revealr_income-0.00162-0.3100.920.36*-0.00165-0.3020.900.37*
r_revealr_male-0.00365-0.517-1.750.08*-0.00372-0.505-1.710.09*
b_meanIncr_income-4.92e-06-0.00434-1.850.06*-1.50e-06-0.00130-1.800.07*
b_age2ASC_CAR-1.33e-05-0.0264-2.350.02-2.29e-05-0.0451-2.280.02
r_incomer_male-0.00275-0.368-2.530.01-0.00327-0.415-2.420.02
b_meanIncr_reveal-0.000163-0.152-3.340.00-0.000183-0.170-3.280.00
ASC_TRAINB_COST0.0004360.2264.100.000.001050.3803.550.00
b_meanIncr_male0.0001620.106-5.090.000.0001770.114-4.960.00
b_genderb_sigma-3.62e-06-0.009296.260.00-7.04e-05-0.1885.960.00
b_genderr_income1.98e-050.0162-6.410.001.45e-050.0116-6.230.00
b_sigmaASC_CAR-5.50e-05-0.06416.940.00-0.000150-0.1776.580.00
B_TIMEB_COST-6.65e-05-0.296-7.560.00-0.000103-0.337-5.610.00
b_genderr_male-0.000216-0.131-8.230.00-0.000227-0.134-8.010.00
b_genderr_reveal0.0001540.134-8.490.000.0001700.146-8.360.00
b_sigmar_income3.92e-050.0221-8.620.000.0001020.0581-8.510.00
b_sigmar_male7.13e-060.00298-10.050.003.32e-050.0141-9.840.00
b_sigmar_reveal3.38e-050.0202-10.520.00-7.82e-05-0.0479-10.190.00
ASC_TRAINb_age2-8.43e-06-0.0157-11.180.00-1.38e-05-0.0250-10.710.00
b_meanIncb_gender-0.000209-0.83411.410.00-0.000203-0.82311.520.00
ASC_CARr_income-9.78e-05-0.0365-11.660.00-0.000152-0.0536-11.260.00
b_genderASC_CAR1.65e-050.028012.520.006.43e-050.10612.590.00
ASC_CARr_male3.67e-060.00101-12.620.001.19e-050.00310-12.280.00
ASC_TRAINASC_CAR0.0004550.329-12.760.000.0006870.460-13.650.00
B_COSTb_age2-3.90e-05-0.0553-12.980.00-8.26e-05-0.0885-9.720.00
ASC_CARr_reveal5.85e-050.0231-13.860.007.44e-050.0280-13.610.00
b_age2r_income-6.34e-05-0.0609-13.970.00-7.88e-05-0.0753-13.570.00
b_age2r_male3.52e-050.0250-14.220.005.39e-050.0382-13.870.00
b_age2b_sigma4.63e-050.139-15.440.000.0001180.376-18.370.00
B_COSTASC_CAR0.0007120.392-15.870.000.001170.463-12.840.00
ASC_TRAINB_TIME-1.84e-05-0.10815.920.00-4.06e-05-0.22614.990.00
r_malescaleMeasurement0.0003050.0182-16.230.000.0002470.0145-16.170.00
b_age2r_reveal3.26e-050.0332-16.520.004.77e-050.0487-16.300.00
B_COSTb_age15.58e-100.0017.220.002.91e-100.049012.720.00
ASC_TRAINr_male4.02e-050.0104-17.700.009.47e-050.0228-17.240.00
ASC_TRAINr_income-0.000172-0.0604-17.820.00-0.000359-0.117-16.880.00
ASC_TRAINb_sigma-8.64e-05-0.0946-18.260.00-0.000163-0.177-17.280.00
b_meanIncb_sigma-7.44e-06-0.020418.480.002.00e-050.057919.810.00
B_COSTr_male-6.87e-05-0.0136-18.820.000.0001080.0154-17.300.00
r_revealscaleMeasurement0.0001970.0168-18.870.00-0.000462-0.0391-18.560.00
B_COSTb_sigma-7.65e-05-0.0637-19.060.00-0.000396-0.254-14.080.00
r_incomescaleMeasurement0.0001550.0126-19.270.000.0007230.0571-19.630.00
B_COSTr_income4.67e-050.0125-19.680.00-6.05e-05-0.0116-17.040.00
ASC_TRAINr_reveal7.98e-050.0296-20.680.005.58e-050.0194-20.080.00
b_meanIncASC_CAR-3.97e-06-0.0072221.310.00-3.85e-05-0.068820.390.00
B_COSTr_reveal2.71e-050.00764-21.640.00-8.14e-05-0.0167-18.700.00
b_meanIncscaleMeasurement-8.90e-05-0.0350-21.680.009.59e-050.0384-21.990.00
b_genderscaleMeasurement-0.000295-0.108-23.560.00-0.000682-0.252-23.400.00
B_COSTb_gender6.44e-050.0781-24.540.000.0001060.0950-18.500.00
ASC_TRAINb_gender-6.34e-06-0.0101-24.860.006.62e-050.100-24.820.00
B_TIMEr_male-4.97e-05-0.111-24.940.00-7.22e-05-0.157-24.210.00
ASC_CARscaleMeasurement-0.000359-0.0598-25.940.00-0.00100-0.163-25.530.00
b_genderb_age21.30e-060.0056527.070.00-1.57e-05-0.070126.370.00
b_age2scaleMeasurement0.0004370.187-27.750.000.0007250.321-28.270.00
b_sigmascaleMeasurement0.003090.779-28.010.000.002810.742-27.920.00
ASC_TRAINb_age1-2.14e-090.0028.620.00-2.62e-11-0.0075027.260.00
ASC_TRAINscaleMeasurement-0.000523-0.0819-28.880.00-0.00114-0.172-28.420.00
B_COSTscaleMeasurement-0.000418-0.0497-29.790.00-0.00268-0.238-27.180.00
b_age1r_male4.15e-110.00-29.820.003.64e-134.07e-05-29.010.00
B_COSTb_meanInc-6.19e-05-0.0803-30.030.00-4.21e-05-0.0408-22.930.00
B_TIMEASC_CAR-9.91e-05-0.617-30.100.00-0.000103-0.621-29.280.00
B_TIMEr_income0.0002300.694-30.140.000.0002420.708-29.290.00
B_TIMEr_reveal-0.000134-0.427-31.230.00-0.000132-0.413-30.720.00
B_TIMEscaleMeasurement-9.06e-05-0.122-33.780.001.53e-050.0208-34.150.00
ASC_TRAINb_meanInc1.43e-050.0244-33.870.00-6.23e-05-0.103-31.210.00
b_age1r_income-2.40e-100.00-35.310.002.88e-100.0433-34.320.00
b_age1scaleMeasurement-4.42e-100.00-36.750.005.06e-100.0352-37.020.00
b_meanIncb_age2-7.01e-05-0.32738.870.00-6.18e-05-0.29939.990.00
b_age1r_reveal1.32e-100.00-38.900.00-1.70e-10-0.0273-38.210.00
b_age1ASC_CAR-1.28e-090.00-45.730.00-1.93e-10-0.0598-44.400.00
B_TIMEb_sigma-2.43e-05-0.229-58.720.00-9.80e-06-0.0961-62.480.00
B_TIMEb_age2-7.97e-07-0.0128-73.250.00-4.79e-06-0.0784-73.430.00
b_age1b_sigma-6.61e-110.00-82.130.005.85e-120.00295-85.620.00
B_TIMEb_gender2.86e-060.0392-98.930.002.73e-060.0373-98.900.00
B_TIMEb_age13.09e-090.00106.700.002.47e-110.0638106.520.00
b_age1b_age2-1.05e-110.00-111.100.003.27e-110.0275-113.770.00
B_TIMEb_meanInc-4.47e-06-0.0657-124.050.00-4.01e-06-0.0595-125.640.00
b_genderb_age11.06e-110.00130.540.00-6.56e-11-0.0461130.580.00
b_meanIncb_age19.62e-130.00162.610.001.77e-110.0135164.640.00

Smallest singular value: 1.70757