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 |
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: | 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 |
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 | -0.657 | 0.0384 | -17.14 | 0.00 | 0.0403 | -16.33 | 0.00 | ||
B_TIME | -1.28 | 0.00446 | -287.04 | 0.00 | 0.00446 | -286.61 | 0.00 | ||
B_COST | -0.887 | 0.0504 | -17.60 | 0.00 | 0.0683 | -13.00 | 0.00 | ||
b_meanInc | 0.729 | 0.0153 | 47.72 | 0.00 | 0.0151 | 48.32 | 0.00 | ||
b_gender | 0.383 | 0.0164 | 23.38 | 0.00 | 0.0164 | 23.39 | 0.00 | ||
b_age1 | -1.76 | 1.80e+308 | -0.00 | 1.00 | * | 8.69e-08 | -20199647.54 | 0.00 | |
b_age2 | -0.199 | 0.0140 | -14.19 | 0.00 | 0.0137 | -14.53 | 0.00 | ||
b_sigma | 0.201 | 0.0238 | 8.45 | 0.00 | 0.0229 | 8.81 | 0.00 | ||
ASC_CAR | -0.107 | 0.0360 | -2.98 | 0.00 | 0.0371 | -2.89 | 0.00 | ||
r_reveal | 0.977 | 0.0702 | 13.91 | 0.00 | 0.0715 | 13.66 | 0.00 | ||
r_income | 0.869 | 0.0743 | 11.70 | 0.00 | 0.0765 | 11.37 | 0.00 | ||
r_male | 1.24 | 0.100 | 12.33 | 0.00 | 0.103 | 11.99 | 0.00 | ||
scaleMeasurement | 4.37 | 0.167 | 26.22 | 0.00 | 0.165 | 26.41 | 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 | ||
---|---|---|---|---|---|---|---|---|---|---|---|
r_reveal | r_income | -0.00162 | -0.310 | 0.92 | 0.36 | * | -0.00165 | -0.302 | 0.90 | 0.37 | * |
r_reveal | r_male | -0.00365 | -0.517 | -1.75 | 0.08 | * | -0.00372 | -0.505 | -1.71 | 0.09 | * |
b_meanInc | r_income | -4.92e-06 | -0.00434 | -1.85 | 0.06 | * | -1.50e-06 | -0.00130 | -1.80 | 0.07 | * |
b_age2 | ASC_CAR | -1.33e-05 | -0.0264 | -2.35 | 0.02 | -2.29e-05 | -0.0451 | -2.28 | 0.02 | ||
r_income | r_male | -0.00275 | -0.368 | -2.53 | 0.01 | -0.00327 | -0.415 | -2.42 | 0.02 | ||
b_meanInc | r_reveal | -0.000163 | -0.152 | -3.34 | 0.00 | -0.000183 | -0.170 | -3.28 | 0.00 | ||
ASC_TRAIN | B_COST | 0.000436 | 0.226 | 4.10 | 0.00 | 0.00105 | 0.380 | 3.55 | 0.00 | ||
b_meanInc | r_male | 0.000162 | 0.106 | -5.09 | 0.00 | 0.000177 | 0.114 | -4.96 | 0.00 | ||
b_gender | b_sigma | -3.62e-06 | -0.00929 | 6.26 | 0.00 | -7.04e-05 | -0.188 | 5.96 | 0.00 | ||
b_gender | r_income | 1.98e-05 | 0.0162 | -6.41 | 0.00 | 1.45e-05 | 0.0116 | -6.23 | 0.00 | ||
b_sigma | ASC_CAR | -5.50e-05 | -0.0641 | 6.94 | 0.00 | -0.000150 | -0.177 | 6.58 | 0.00 | ||
B_TIME | B_COST | -6.65e-05 | -0.296 | -7.56 | 0.00 | -0.000103 | -0.337 | -5.61 | 0.00 | ||
b_gender | r_male | -0.000216 | -0.131 | -8.23 | 0.00 | -0.000227 | -0.134 | -8.01 | 0.00 | ||
b_gender | r_reveal | 0.000154 | 0.134 | -8.49 | 0.00 | 0.000170 | 0.146 | -8.36 | 0.00 | ||
b_sigma | r_income | 3.92e-05 | 0.0221 | -8.62 | 0.00 | 0.000102 | 0.0581 | -8.51 | 0.00 | ||
b_sigma | r_male | 7.13e-06 | 0.00298 | -10.05 | 0.00 | 3.32e-05 | 0.0141 | -9.84 | 0.00 | ||
b_sigma | r_reveal | 3.38e-05 | 0.0202 | -10.52 | 0.00 | -7.82e-05 | -0.0479 | -10.19 | 0.00 | ||
ASC_TRAIN | b_age2 | -8.43e-06 | -0.0157 | -11.18 | 0.00 | -1.38e-05 | -0.0250 | -10.71 | 0.00 | ||
b_meanInc | b_gender | -0.000209 | -0.834 | 11.41 | 0.00 | -0.000203 | -0.823 | 11.52 | 0.00 | ||
ASC_CAR | r_income | -9.78e-05 | -0.0365 | -11.66 | 0.00 | -0.000152 | -0.0536 | -11.26 | 0.00 | ||
b_gender | ASC_CAR | 1.65e-05 | 0.0280 | 12.52 | 0.00 | 6.43e-05 | 0.106 | 12.59 | 0.00 | ||
ASC_CAR | r_male | 3.67e-06 | 0.00101 | -12.62 | 0.00 | 1.19e-05 | 0.00310 | -12.28 | 0.00 | ||
ASC_TRAIN | ASC_CAR | 0.000455 | 0.329 | -12.76 | 0.00 | 0.000687 | 0.460 | -13.65 | 0.00 | ||
B_COST | b_age2 | -3.90e-05 | -0.0553 | -12.98 | 0.00 | -8.26e-05 | -0.0885 | -9.72 | 0.00 | ||
ASC_CAR | r_reveal | 5.85e-05 | 0.0231 | -13.86 | 0.00 | 7.44e-05 | 0.0280 | -13.61 | 0.00 | ||
b_age2 | r_income | -6.34e-05 | -0.0609 | -13.97 | 0.00 | -7.88e-05 | -0.0753 | -13.57 | 0.00 | ||
b_age2 | r_male | 3.52e-05 | 0.0250 | -14.22 | 0.00 | 5.39e-05 | 0.0382 | -13.87 | 0.00 | ||
b_age2 | b_sigma | 4.63e-05 | 0.139 | -15.44 | 0.00 | 0.000118 | 0.376 | -18.37 | 0.00 | ||
B_COST | ASC_CAR | 0.000712 | 0.392 | -15.87 | 0.00 | 0.00117 | 0.463 | -12.84 | 0.00 | ||
ASC_TRAIN | B_TIME | -1.84e-05 | -0.108 | 15.92 | 0.00 | -4.06e-05 | -0.226 | 14.99 | 0.00 | ||
r_male | scaleMeasurement | 0.000305 | 0.0182 | -16.23 | 0.00 | 0.000247 | 0.0145 | -16.17 | 0.00 | ||
b_age2 | r_reveal | 3.26e-05 | 0.0332 | -16.52 | 0.00 | 4.77e-05 | 0.0487 | -16.30 | 0.00 | ||
B_COST | b_age1 | 5.58e-10 | 0.00 | 17.22 | 0.00 | 2.91e-10 | 0.0490 | 12.72 | 0.00 | ||
ASC_TRAIN | r_male | 4.02e-05 | 0.0104 | -17.70 | 0.00 | 9.47e-05 | 0.0228 | -17.24 | 0.00 | ||
ASC_TRAIN | r_income | -0.000172 | -0.0604 | -17.82 | 0.00 | -0.000359 | -0.117 | -16.88 | 0.00 | ||
ASC_TRAIN | b_sigma | -8.64e-05 | -0.0946 | -18.26 | 0.00 | -0.000163 | -0.177 | -17.28 | 0.00 | ||
b_meanInc | b_sigma | -7.44e-06 | -0.0204 | 18.48 | 0.00 | 2.00e-05 | 0.0579 | 19.81 | 0.00 | ||
B_COST | r_male | -6.87e-05 | -0.0136 | -18.82 | 0.00 | 0.000108 | 0.0154 | -17.30 | 0.00 | ||
r_reveal | scaleMeasurement | 0.000197 | 0.0168 | -18.87 | 0.00 | -0.000462 | -0.0391 | -18.56 | 0.00 | ||
B_COST | b_sigma | -7.65e-05 | -0.0637 | -19.06 | 0.00 | -0.000396 | -0.254 | -14.08 | 0.00 | ||
r_income | scaleMeasurement | 0.000155 | 0.0126 | -19.27 | 0.00 | 0.000723 | 0.0571 | -19.63 | 0.00 | ||
B_COST | r_income | 4.67e-05 | 0.0125 | -19.68 | 0.00 | -6.05e-05 | -0.0116 | -17.04 | 0.00 | ||
ASC_TRAIN | r_reveal | 7.98e-05 | 0.0296 | -20.68 | 0.00 | 5.58e-05 | 0.0194 | -20.08 | 0.00 | ||
b_meanInc | ASC_CAR | -3.97e-06 | -0.00722 | 21.31 | 0.00 | -3.85e-05 | -0.0688 | 20.39 | 0.00 | ||
B_COST | r_reveal | 2.71e-05 | 0.00764 | -21.64 | 0.00 | -8.14e-05 | -0.0167 | -18.70 | 0.00 | ||
b_meanInc | scaleMeasurement | -8.90e-05 | -0.0350 | -21.68 | 0.00 | 9.59e-05 | 0.0384 | -21.99 | 0.00 | ||
b_gender | scaleMeasurement | -0.000295 | -0.108 | -23.56 | 0.00 | -0.000682 | -0.252 | -23.40 | 0.00 | ||
B_COST | b_gender | 6.44e-05 | 0.0781 | -24.54 | 0.00 | 0.000106 | 0.0950 | -18.50 | 0.00 | ||
ASC_TRAIN | b_gender | -6.34e-06 | -0.0101 | -24.86 | 0.00 | 6.62e-05 | 0.100 | -24.82 | 0.00 | ||
B_TIME | r_male | -4.97e-05 | -0.111 | -24.94 | 0.00 | -7.22e-05 | -0.157 | -24.21 | 0.00 | ||
ASC_CAR | scaleMeasurement | -0.000359 | -0.0598 | -25.94 | 0.00 | -0.00100 | -0.163 | -25.53 | 0.00 | ||
b_gender | b_age2 | 1.30e-06 | 0.00565 | 27.07 | 0.00 | -1.57e-05 | -0.0701 | 26.37 | 0.00 | ||
b_age2 | scaleMeasurement | 0.000437 | 0.187 | -27.75 | 0.00 | 0.000725 | 0.321 | -28.27 | 0.00 | ||
b_sigma | scaleMeasurement | 0.00309 | 0.779 | -28.01 | 0.00 | 0.00281 | 0.742 | -27.92 | 0.00 | ||
ASC_TRAIN | b_age1 | -2.14e-09 | 0.00 | 28.62 | 0.00 | -2.62e-11 | -0.00750 | 27.26 | 0.00 | ||
ASC_TRAIN | scaleMeasurement | -0.000523 | -0.0819 | -28.88 | 0.00 | -0.00114 | -0.172 | -28.42 | 0.00 | ||
B_COST | scaleMeasurement | -0.000418 | -0.0497 | -29.79 | 0.00 | -0.00268 | -0.238 | -27.18 | 0.00 | ||
b_age1 | r_male | 4.15e-11 | 0.00 | -29.82 | 0.00 | 3.64e-13 | 4.07e-05 | -29.01 | 0.00 | ||
B_COST | b_meanInc | -6.19e-05 | -0.0803 | -30.03 | 0.00 | -4.21e-05 | -0.0408 | -22.93 | 0.00 | ||
B_TIME | ASC_CAR | -9.91e-05 | -0.617 | -30.10 | 0.00 | -0.000103 | -0.621 | -29.28 | 0.00 | ||
B_TIME | r_income | 0.000230 | 0.694 | -30.14 | 0.00 | 0.000242 | 0.708 | -29.29 | 0.00 | ||
B_TIME | r_reveal | -0.000134 | -0.427 | -31.23 | 0.00 | -0.000132 | -0.413 | -30.72 | 0.00 | ||
B_TIME | scaleMeasurement | -9.06e-05 | -0.122 | -33.78 | 0.00 | 1.53e-05 | 0.0208 | -34.15 | 0.00 | ||
ASC_TRAIN | b_meanInc | 1.43e-05 | 0.0244 | -33.87 | 0.00 | -6.23e-05 | -0.103 | -31.21 | 0.00 | ||
b_age1 | r_income | -2.40e-10 | 0.00 | -35.31 | 0.00 | 2.88e-10 | 0.0433 | -34.32 | 0.00 | ||
b_age1 | scaleMeasurement | -4.42e-10 | 0.00 | -36.75 | 0.00 | 5.06e-10 | 0.0352 | -37.02 | 0.00 | ||
b_meanInc | b_age2 | -7.01e-05 | -0.327 | 38.87 | 0.00 | -6.18e-05 | -0.299 | 39.99 | 0.00 | ||
b_age1 | r_reveal | 1.32e-10 | 0.00 | -38.90 | 0.00 | -1.70e-10 | -0.0273 | -38.21 | 0.00 | ||
b_age1 | ASC_CAR | -1.28e-09 | 0.00 | -45.73 | 0.00 | -1.93e-10 | -0.0598 | -44.40 | 0.00 | ||
B_TIME | b_sigma | -2.43e-05 | -0.229 | -58.72 | 0.00 | -9.80e-06 | -0.0961 | -62.48 | 0.00 | ||
B_TIME | b_age2 | -7.97e-07 | -0.0128 | -73.25 | 0.00 | -4.79e-06 | -0.0784 | -73.43 | 0.00 | ||
b_age1 | b_sigma | -6.61e-11 | 0.00 | -82.13 | 0.00 | 5.85e-12 | 0.00295 | -85.62 | 0.00 | ||
B_TIME | b_gender | 2.86e-06 | 0.0392 | -98.93 | 0.00 | 2.73e-06 | 0.0373 | -98.90 | 0.00 | ||
B_TIME | b_age1 | 3.09e-09 | 0.00 | 106.70 | 0.00 | 2.47e-11 | 0.0638 | 106.52 | 0.00 | ||
b_age1 | b_age2 | -1.05e-11 | 0.00 | -111.10 | 0.00 | 3.27e-11 | 0.0275 | -113.77 | 0.00 | ||
B_TIME | b_meanInc | -4.47e-06 | -0.0657 | -124.05 | 0.00 | -4.01e-06 | -0.0595 | -125.64 | 0.00 | ||
b_gender | b_age1 | 1.06e-11 | 0.00 | 130.54 | 0.00 | -6.56e-11 | -0.0461 | 130.58 | 0.00 | ||
b_meanInc | b_age1 | 9.62e-13 | 0.00 | 162.61 | 0.00 | 1.77e-11 | 0.0135 | 164.64 | 0.00 |
Smallest singular value: 1.70757