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 Mon Feb 20 20:36:05 2012
If you drag this HTML file into the Calc application of OpenOffice, you will be able to perform additional calculations.
Report file: | 20latentVariable.html |
Sample file: | ../swissmetro.dat |
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 |
Number of draws: | 15 |
Number of estimated parameters: | 14 |
Sample size: | 6768 |
Init log-likelihood: | -68570.362 |
Final log-likelihood: | -50148.156 |
Likelihood ratio test for the init. model: | 36844.412 |
Rho for the init. model: | 0.269 |
Rho bar for the init. model: | 0.268 |
Final gradient norm: | +1.041e+15 |
Diagnostic: | Line search fails. Step too small |
Iterations: | 7 |
Run time: | 02:37 |
Nbr of threads: | 4 |
Click on the headers of the columns to sort the table [Credits]
Name | Value | Std err | t-test | p-value | Robust Std err | Robust t-test | p-value | ||
---|---|---|---|---|---|---|---|---|---|
ASC_TRAIN | 0.308 | 0.00275 | 111.94 | 0.00 | 51.5 | 0.01 | 1.00 | * | |
B_TIME | -0.953 | 0.00295 | -323.09 | 0.00 | 51.0 | -0.02 | 0.99 | * | |
B_COST | 0.0744 | 1.49e-05 | 4979.54 | 0.00 | 0.503 | 0.15 | 0.88 | * | |
b_meanInc | 0.850 | 1.80e+308 | 0.00 | 1.00 | * | 0.0116 | 72.98 | 0.00 | |
b_gender | -4.46 | 1.80e+308 | -0.00 | 1.00 | * | 0.00362 | -1231.20 | 0.00 | |
b_age1 | -9.29 | 1.80e+308 | -0.00 | 1.00 | * | 0.00810 | -1146.76 | 0.00 | |
b_age2 | -1.98 | 1.80e+308 | -0.00 | 1.00 | * | 0.241 | -8.22 | 0.00 | |
b_sigma | 0.956 | 1.80e+308 | 0.00 | 1.00 | * | 1.15e-06 | 833573.23 | 0.00 | |
ASC_CAR | 0.593 | 0.00102 | 582.26 | 0.00 | 0.105 | 5.65 | 0.00 | ||
r_reveal | 13.2 | 1.80e+308 | 0.00 | 1.00 | * | 0.666 | 19.74 | 0.00 | |
r_income | -5.38 | 1.80e+308 | -0.00 | 1.00 | * | 2.13e-06 | -2526831.06 | 0.00 | |
r_male | 16.1 | 1.80e+308 | 0.00 | 1.00 | * | 0.666 | 24.11 | 0.00 | |
m_mean | 6.30 | 0.00677 | 930.21 | 0.00 | 0.571 | 11.03 | 0.00 | ||
m_sigma | 1.06 | 0.00691 | 153.46 | 0.00 | 0.0714 | 14.84 | 0.00 |
Click on the headers of the columns to sort the table [Credits]
Coefficient1 | Coefficient2 | Covariance | Correlation | t-test | p-value | Rob. cov. | Rob. corr. | Rob. t-test | p-value | ||
---|---|---|---|---|---|---|---|---|---|---|---|
ASC_CAR | r_male | 6.74e-06 | 0.00 | 0.00 | 1.00 | * | 0.0699 | 0.999 | -27.56 | 0.00 | |
ASC_TRAIN | b_age2 | 6.49e-06 | 0.00 | 0.00 | 1.00 | * | -12.2 | -0.985 | 0.04 | 0.96 | * |
ASC_TRAIN | r_male | 1.84e-05 | 0.00 | 0.00 | 1.00 | * | -34.3 | -0.999 | -0.30 | 0.76 | * |
B_COST | b_age1 | 6.76e-09 | 0.00 | 0.00 | 1.00 | * | -0.00405 | -0.995 | 18.33 | 0.00 | |
B_COST | b_age2 | 3.93e-08 | 0.00 | 0.00 | 1.00 | * | -0.119 | -0.981 | 2.78 | 0.01 | |
B_COST | b_gender | -5.28e-09 | 0.00 | 0.00 | 1.00 | * | -0.00178 | -0.978 | 8.95 | 0.00 | |
B_COST | b_meanInc | -1.48e-09 | 0.00 | 0.00 | 1.00 | * | 0.00583 | 0.996 | -1.58 | 0.11 | * |
B_COST | r_male | 7.59e-08 | 0.00 | 0.00 | 1.00 | * | -0.334 | -0.995 | -13.69 | 0.00 | |
B_COST | r_reveal | -7.59e-08 | 0.00 | 0.00 | 1.00 | * | 0.334 | 0.995 | -75.73 | 0.00 | |
B_TIME | b_age2 | -7.87e-06 | 0.00 | 0.00 | 1.00 | * | 12.1 | 0.985 | 0.02 | 0.98 | * |
B_TIME | r_reveal | 1.81e-05 | 0.00 | 0.00 | 1.00 | * | -34.0 | -0.999 | -0.27 | 0.78 | * |
b_age1 | b_age2 | -1.39e-09 | -0.00207 | 0.00 | 1.00 | * | 0.00192 | 0.985 | -31.36 | 0.00 | |
b_age1 | b_sigma | 8.69e-15 | 0.440 | 0.00 | 1.00 | * | -9.30e-09 | -1.00 | -1264.59 | 0.00 | |
b_age1 | r_income | 3.64e-14 | 18.1 | 0.00 | 1.00 | * | -1.72e-08 | -1.00 | -482.99 | 0.00 | |
b_age1 | r_male | -2.10e-09 | -0.0277 | 0.00 | 1.00 | * | 0.00540 | 1.00 | -38.53 | 0.00 | |
b_age1 | r_reveal | 2.10e-09 | 0.0277 | 0.00 | 1.00 | * | -0.00540 | -1.00 | -33.28 | 0.00 | |
b_age2 | ASC_CAR | 2.53e-06 | 0.00 | 0.00 | 1.00 | * | 0.0249 | 0.986 | -18.55 | 0.00 | |
b_age2 | b_sigma | 7.58e-15 | 0.000511 | 0.00 | 1.00 | * | -2.73e-07 | -0.986 | -12.19 | 0.00 | |
b_age2 | m_mean | 2.09e-05 | 0.00 | 0.00 | 1.00 | * | 0.136 | 0.985 | -24.63 | 0.00 | |
b_age2 | m_sigma | 5.79e-06 | 0.00 | 0.00 | 1.00 | * | 0.0160 | 0.928 | -17.21 | 0.00 | |
b_age2 | r_income | -3.47e-13 | -0.229 | 0.00 | 1.00 | * | -5.06e-07 | -0.986 | 14.08 | 0.00 | |
b_age2 | r_male | 1.81e-05 | 0.319 | 0.00 | 1.00 | * | 0.158 | 0.985 | -41.90 | 0.00 | |
b_age2 | r_reveal | -1.81e-05 | -0.319 | 0.00 | 1.00 | * | -0.158 | -0.985 | -16.73 | 0.00 | |
b_gender | b_age1 | 7.96e-10 | 0.0851 | 0.00 | 1.00 | * | 2.81e-05 | 0.959 | 1019.04 | 0.00 | |
b_gender | b_age2 | -2.28e-06 | -0.324 | 0.00 | 1.00 | * | 0.000835 | 0.956 | -10.42 | 0.00 | |
b_gender | b_sigma | -3.02e-15 | -0.0146 | 0.00 | 1.00 | * | -3.98e-09 | -0.959 | -1494.84 | 0.00 | |
b_gender | r_income | -2.32e-14 | -1.10 | 0.00 | 1.00 | * | -7.39e-09 | -0.959 | 253.75 | 0.00 | |
b_gender | r_male | 7.79e-07 | 0.980 | 0.00 | 1.00 | * | 0.00231 | 0.956 | -30.97 | 0.00 | |
b_gender | r_reveal | -7.79e-07 | -0.980 | 0.00 | 1.00 | * | -0.00231 | -0.956 | -26.30 | 0.00 | |
b_meanInc | b_age1 | 9.35e-11 | 0.0100 | 0.00 | 1.00 | * | -9.38e-05 | -0.994 | 514.35 | 0.00 | |
b_meanInc | b_age2 | 2.28e-06 | 0.326 | 0.00 | 1.00 | * | -0.00276 | -0.983 | 11.21 | 0.00 | |
b_meanInc | b_gender | 9.75e-08 | 0.995 | 0.00 | 1.00 | * | -4.19e-05 | -0.993 | 348.15 | 0.00 | |
b_meanInc | b_sigma | -4.82e-16 | -0.00233 | 0.00 | 1.00 | * | 1.33e-08 | 0.994 | -9.14 | 0.00 | |
b_meanInc | r_income | 1.59e-14 | 0.755 | 0.00 | 1.00 | * | 2.46e-08 | 0.994 | 534.86 | 0.00 | |
b_meanInc | r_male | -7.77e-07 | -0.980 | 0.00 | 1.00 | * | -0.00770 | -0.993 | -22.45 | 0.00 | |
b_meanInc | r_reveal | 7.77e-07 | 0.980 | 0.00 | 1.00 | * | 0.00770 | 0.993 | -18.80 | 0.00 | |
b_sigma | r_male | 3.44e-13 | 0.205 | 0.00 | 1.00 | * | -7.64e-07 | -0.999 | -22.68 | 0.00 | |
b_sigma | r_reveal | -3.16e-13 | -0.189 | 0.00 | 1.00 | * | 7.63e-07 | 0.998 | -18.31 | 0.00 | |
r_income | r_male | 8.61e-13 | 5.03 | 0.00 | 1.00 | * | -1.42e-06 | -0.998 | -32.18 | 0.00 | |
r_male | m_mean | 4.08e-05 | 0.00 | 0.00 | 1.00 | * | 0.381 | 1.00 | 102.45 | 0.00 | |
r_reveal | r_income | -7.05e-13 | -4.12 | 0.00 | 1.00 | * | 1.42e-06 | 1.00 | 27.81 | 0.00 | |
r_reveal | r_male | 6.43e-06 | 1.00 | 0.00 | 1.00 | * | -0.444 | -1.00 | -2.18 | 0.03 | |
b_sigma | m_sigma | 2.42e-15 | 0.00 | -15.03 | 0.00 | -7.81e-08 | -0.953 | -1.45 | 0.15 | * | |
b_meanInc | m_sigma | 5.51e-07 | 0.00 | -30.82 | 0.00 | -0.000765 | -0.919 | -2.56 | 0.01 | ||
ASC_CAR | m_sigma | 6.01e-07 | 0.0854 | -67.74 | 0.00 | 0.00708 | 0.944 | -10.55 | 0.00 | ||
ASC_TRAIN | B_COST | 3.96e-08 | 0.961 | 85.35 | 0.00 | 25.8 | 0.996 | 0.00 | 1.00 | * | |
ASC_TRAIN | m_sigma | 1.59e-06 | 0.0835 | -104.14 | 0.00 | -3.47 | -0.942 | -0.01 | 0.99 | * | |
B_COST | m_sigma | 8.17e-09 | 0.0791 | -142.71 | 0.00 | -0.0337 | -0.938 | -1.73 | 0.08 | * | |
ASC_TRAIN | ASC_CAR | 2.76e-06 | 0.985 | -161.90 | 0.00 | -5.41 | -1.00 | -0.01 | 1.00 | * | |
ASC_TRAIN | b_meanInc | -2.81e-07 | 0.00 | -190.96 | 0.00 | 0.600 | 1.00 | -0.01 | 0.99 | * | |
ASC_TRAIN | B_TIME | -8.15e-06 | -1.00 | 220.94 | 0.00 | -2.63e+03 | -1.00 | 0.01 | 0.99 | * | |
ASC_TRAIN | b_sigma | -1.48e-11 | 0.00 | -235.36 | 0.00 | 5.91e-05 | 1.00 | -0.01 | 0.99 | * | |
b_meanInc | ASC_CAR | -1.07e-07 | 0.00 | 239.29 | 0.00 | -0.00121 | -0.993 | 2.21 | 0.03 | ||
B_TIME | m_sigma | -1.75e-06 | -0.0860 | -260.02 | 0.00 | 3.43 | 0.942 | -0.04 | 0.97 | * | |
B_TIME | B_COST | -4.18e-08 | -0.948 | -346.66 | 0.00 | -25.6 | -0.996 | -0.02 | 0.98 | * | |
b_sigma | ASC_CAR | 4.19e-14 | 0.00 | 356.78 | 0.00 | -1.20e-07 | -1.00 | 3.46 | 0.00 | ||
B_TIME | ASC_CAR | -2.97e-06 | -0.989 | -390.42 | 0.00 | 5.35 | 1.00 | -0.03 | 0.98 | * | |
B_COST | ASC_CAR | 1.36e-08 | 0.891 | -515.90 | 0.00 | -0.0526 | -0.996 | -0.85 | 0.39 | * | |
m_mean | m_sigma | 5.20e-06 | 0.111 | 574.50 | 0.00 | 0.0386 | 0.946 | 10.40 | 0.00 | ||
r_reveal | m_mean | -4.08e-05 | 0.00 | 623.11 | 0.00 | -0.381 | -1.00 | 5.54 | 0.00 | ||
B_TIME | b_meanInc | 3.14e-07 | 0.00 | -638.51 | 0.00 | -0.594 | -1.00 | -0.04 | 0.97 | * | |
B_TIME | b_sigma | 1.46e-11 | 0.00 | -647.36 | 0.00 | -5.85e-05 | -1.00 | -0.04 | 0.97 | * | |
B_TIME | m_mean | -1.66e-05 | -0.832 | -774.05 | 0.00 | 29.1 | 0.999 | -0.14 | 0.89 | * | |
b_sigma | m_mean | 1.37e-14 | 0.00 | -789.03 | 0.00 | -6.55e-07 | -1.00 | -9.36 | 0.00 | ||
b_gender | m_sigma | -5.50e-07 | 0.00 | -790.55 | 0.00 | 0.000219 | 0.848 | -80.67 | 0.00 | ||
b_meanInc | m_mean | 5.13e-06 | 0.00 | -914.48 | 0.00 | -0.00660 | -0.992 | -9.36 | 0.00 | ||
B_COST | m_mean | 7.90e-08 | 0.780 | -920.80 | 0.00 | -0.286 | -0.995 | -5.80 | 0.00 | ||
r_income | m_sigma | -9.19e-14 | 0.00 | -931.88 | 0.00 | -1.48e-07 | -0.974 | -90.10 | 0.00 | ||
ASC_CAR | m_mean | 5.60e-06 | 0.811 | -954.95 | 0.00 | 0.0599 | 0.999 | -12.24 | 0.00 | ||
ASC_TRAIN | m_mean | 1.47e-05 | 0.787 | -1220.51 | 0.00 | -29.4 | -0.999 | -0.11 | 0.91 | * | |
B_TIME | b_gender | 3.67e-07 | 0.00 | 1249.99 | 0.00 | 0.181 | 0.980 | 0.07 | 0.95 | * | |
b_gender | m_mean | -5.12e-06 | 0.00 | -1437.36 | 0.00 | 0.00197 | 0.955 | -18.95 | 0.00 | ||
b_age1 | m_sigma | -5.21e-10 | 0.00 | -1498.55 | 0.00 | 0.000546 | 0.942 | -162.08 | 0.00 | ||
B_TIME | r_income | -1.98e-13 | 0.00 | 1500.41 | 0.00 | -0.000109 | -1.00 | 0.09 | 0.93 | * | |
r_reveal | m_sigma | -4.38e-06 | 0.00 | 1709.85 | 0.00 | -0.0450 | -0.945 | 16.48 | 0.00 | ||
r_income | m_mean | -8.43e-13 | 0.00 | -1724.11 | 0.00 | -1.22e-06 | -1.00 | -20.45 | 0.00 | ||
ASC_TRAIN | b_gender | 5.46e-07 | 0.00 | 1885.42 | 0.00 | -0.183 | -0.980 | 0.09 | 0.93 | * | |
ASC_TRAIN | r_income | 1.70e-13 | 0.00 | 2064.94 | 0.00 | 0.000110 | 1.00 | 0.11 | 0.91 | * | |
ASC_TRAIN | r_reveal | -1.84e-05 | 0.00 | -2083.75 | 0.00 | 34.3 | 0.999 | -0.25 | 0.80 | * | |
b_age1 | m_mean | -3.81e-09 | 0.00 | -2301.89 | 0.00 | 0.00463 | 1.00 | -27.70 | 0.00 | ||
B_TIME | b_age1 | -6.81e-07 | 0.00 | 2629.46 | 0.00 | 0.413 | 1.00 | 0.16 | 0.87 | * | |
r_male | m_sigma | 4.38e-06 | 0.00 | 2631.94 | 0.00 | 0.0450 | 0.945 | 25.04 | 0.00 | ||
B_TIME | r_male | -1.81e-05 | 0.00 | -2746.41 | 0.00 | 34.0 | 0.999 | -0.34 | 0.74 | * | |
ASC_TRAIN | b_age1 | -2.65e-07 | 0.00 | 3370.85 | 0.00 | -0.418 | -1.00 | 0.19 | 0.85 | * | |
ASC_CAR | r_reveal | -6.74e-06 | 0.00 | -4418.46 | 0.00 | -0.0699 | -0.999 | -16.29 | 0.00 | ||
ASC_CAR | r_income | 6.65e-14 | 0.00 | 5862.84 | 0.00 | -2.23e-07 | -1.00 | 56.91 | 0.00 | ||
b_gender | ASC_CAR | 1.07e-07 | 0.00 | -5934.82 | 0.00 | 0.000364 | 0.957 | -49.79 | 0.00 | ||
b_age1 | ASC_CAR | -5.73e-10 | 0.00 | -9705.76 | 0.00 | 0.000850 | 1.00 | -102.11 | 0.00 | ||
B_COST | b_sigma | -2.21e-13 | 0.00 | -58928.13 | 0.00 | 5.75e-07 | 0.996 | -1.75 | 0.08 | * | |
B_COST | r_income | 1.06e-15 | 0.00 | 364685.35 | 0.00 | 1.07e-06 | 0.996 | 10.84 | 0.00 | ||
b_sigma | r_income | -6.10e-19 | -13.7 | 7176832533.36 | 0.00 | 2.44e-12 | 1.00 | 6456954.62 | 0.00 |
Smallest singular value: 1.85383