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09/27/15 05:24:24
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| Model: | Multinomial Logit |
| Number of estimated parameters: | 8 |
| Number of observations: | 281 |
| Number of individuals: | 281 |
| Null log-likelihood: | -308.710 |
| Cte log-likelihood: | -288.176 |
| Init log-likelihood: | -308.710 |
| Final log-likelihood: | -275.562 |
| Likelihood ratio test: | 66.296 |
| Rho-square: | 0.107 |
| Adjusted rho-square: | 0.081 |
| Final gradient norm: | +1.103e+002 |
| Diagnostic: | Maximum number of iterations reached |
| Iterations: | 1000 |
| Run time: | 00:04 |
| Variance-covariance: | from analytical hessian |
| Sample file: | all_ChainTrip_DATA.dat |
| Name | Value | Std err | t-test | p-value | Robust Std err | Robust t-test | p-value | ||
|---|---|---|---|---|---|---|---|---|---|
| ASC_ICHI | 0.00 | fixed | |||||||
| ASC_NI | 0.00 | fixed | |||||||
| ASC_SAN | 0.00 | fixed | |||||||
| b_RAINDUMMYICHI | 0.854 | 0.397 | 2.15 | 0.03 | 0.429 | 1.99 | 0.05 | ||
| b_RAINDUMMYNI | -0.116 | 0.449 | -0.26 | 0.80 | * | 0.465 | -0.25 | 0.80 | * |
| b_SEXDUMMYICHI | 1.83 | 0.285 | 6.43 | 0.00 | 0.273 | 6.72 | 0.00 | ||
| b_SEXDUMMYNI | 1.18 | 0.293 | 4.04 | 0.00 | 0.286 | 4.14 | 0.00 | ||
| b_TOTALCOSTICHI | 0.000597 | 0.000305 | 1.96 | 0.05 | * | 0.000524 | 1.14 | 0.25 | * |
| b_TOTALCOSTNI | 0.000562 | 0.000246 | 2.28 | 0.02 | 0.000273 | 2.06 | 0.04 | ||
| b_TRAVELTIMEICHI | -0.0239 | 0.00532 | -4.49 | 0.00 | 0.00474 | -5.04 | 0.00 | ||
| b_TRAVELTIMENI | -0.0157 | 0.00497 | -3.15 | 0.00 | 0.00580 | -2.70 | 0.01 |
| Id | Name | Availability | Specification |
|---|---|---|---|
| 1 | ICHI | ICHI_AV | ASC_ICHI * one + b_SEXDUMMYICHI * SEXDUMMY + b_TRAVELTIMEICHI * TRAVELTIME + b_TOTALCOSTICHI * TOTALCOST + b_RAINDUMMYICHI * RAIN |
| 2 | NI | NI_AV | ASC_NI * one + b_SEXDUMMYNI * SEXDUMMY + b_TRAVELTIMENI * TRAVELTIME + b_TOTALCOSTNI * TOTALCOST + b_RAINDUMMYNI * RAIN |
| 3 | SAN | SAN_AV | ASC_SAN * one |
| Coefficient1 | Coefficient2 | Covariance | Correlation | t-test | p-value | Rob. cov. | Rob. corr. | Rob. t-test | p-value | ||
|---|---|---|---|---|---|---|---|---|---|---|---|
| b_TOTALCOSTICHI | b_TOTALCOSTNI | 3.31e-008 | 0.441 | 0.12 | 0.91 | * | 5.88e-008 | 0.411 | 0.07 | 0.94 | * |
| b_RAINDUMMYNI | b_TRAVELTIMEICHI | -0.000240 | -0.100 | -0.21 | 0.84 | * | -7.02e-005 | -0.0319 | -0.20 | 0.84 | * |
| b_RAINDUMMYNI | b_TRAVELTIMENI | -0.000295 | -0.132 | -0.22 | 0.82 | * | -0.000319 | -0.119 | -0.22 | 0.83 | * |
| b_RAINDUMMYNI | b_TOTALCOSTNI | 6.25e-006 | 0.0566 | -0.26 | 0.79 | * | 1.08e-005 | 0.0853 | -0.25 | 0.80 | * |
| b_RAINDUMMYNI | b_TOTALCOSTICHI | 3.92e-006 | 0.0286 | -0.26 | 0.79 | * | -1.70e-005 | -0.0696 | -0.25 | 0.80 | * |
| b_RAINDUMMYICHI | b_SEXDUMMYNI | -0.0122 | -0.105 | -0.64 | 0.52 | * | -0.00907 | -0.0740 | -0.62 | 0.54 | * |
| b_TRAVELTIMEICHI | b_TRAVELTIMENI | 1.23e-005 | 0.466 | -1.55 | 0.12 | * | 1.25e-005 | 0.454 | -1.48 | 0.14 | * |
| b_RAINDUMMYICHI | b_SEXDUMMYICHI | -0.0173 | -0.153 | -1.87 | 0.06 | * | -0.00496 | -0.0424 | -1.89 | 0.06 | * |
| b_RAINDUMMYICHI | b_TOTALCOSTICHI | 2.66e-006 | 0.0220 | 2.15 | 0.03 | -4.41e-005 | -0.196 | 1.99 | 0.05 | ||
| b_RAINDUMMYICHI | b_TOTALCOSTNI | 3.36e-006 | 0.0344 | 2.15 | 0.03 | -2.52e-006 | -0.0216 | 1.99 | 0.05 | ||
| b_RAINDUMMYICHI | b_TRAVELTIMENI | -0.000174 | -0.0879 | 2.19 | 0.03 | -5.02e-005 | -0.0202 | 2.03 | 0.04 | ||
| b_RAINDUMMYICHI | b_TRAVELTIMEICHI | -0.000334 | -0.158 | 2.21 | 0.03 | -0.000234 | -0.115 | 2.04 | 0.04 | ||
| b_RAINDUMMYNI | b_SEXDUMMYNI | -0.0213 | -0.162 | -2.26 | 0.02 | -0.0107 | -0.0809 | -2.30 | 0.02 | ||
| b_RAINDUMMYICHI | b_RAINDUMMYNI | 0.115 | 0.647 | 2.70 | 0.01 | 0.129 | 0.649 | 2.58 | 0.01 | ||
| b_SEXDUMMYICHI | b_SEXDUMMYNI | 0.0582 | 0.697 | 2.89 | 0.00 | 0.0495 | 0.635 | 2.72 | 0.01 | ||
| b_TOTALCOSTNI | b_TRAVELTIMENI | -1.05e-006 | -0.858 | 3.13 | 0.00 | -1.49e-006 | -0.942 | 2.68 | 0.01 | ||
| b_TOTALCOSTICHI | b_TRAVELTIMENI | -5.55e-007 | -0.366 | 3.20 | 0.00 | -8.51e-007 | -0.280 | 2.73 | 0.01 | ||
| b_RAINDUMMYNI | b_SEXDUMMYICHI | -0.00931 | -0.0727 | -3.55 | 0.00 | -0.00287 | -0.0227 | -3.58 | 0.00 | ||
| b_SEXDUMMYNI | b_TOTALCOSTICHI | 2.12e-005 | 0.237 | 4.04 | 0.00 | 2.04e-005 | 0.136 | 4.14 | 0.00 | ||
| b_SEXDUMMYNI | b_TOTALCOSTNI | 3.18e-005 | 0.442 | 4.04 | 0.00 | 4.21e-005 | 0.541 | 4.14 | 0.00 | ||
| b_SEXDUMMYNI | b_TRAVELTIMENI | -0.000859 | -0.590 | 4.05 | 0.00 | -0.00100 | -0.604 | 4.14 | 0.00 | ||
| b_SEXDUMMYNI | b_TRAVELTIMEICHI | -0.000543 | -0.349 | 4.10 | 0.00 | -0.000395 | -0.292 | 4.20 | 0.00 | ||
| b_TOTALCOSTICHI | b_TRAVELTIMEICHI | -1.21e-006 | -0.747 | 4.41 | 0.00 | -1.34e-006 | -0.538 | 4.86 | 0.00 | ||
| b_TOTALCOSTNI | b_TRAVELTIMEICHI | -5.32e-007 | -0.407 | 4.51 | 0.00 | -6.15e-007 | -0.476 | 5.02 | 0.00 | ||
| b_SEXDUMMYICHI | b_TOTALCOSTNI | 1.96e-005 | 0.280 | 6.43 | 0.00 | 1.53e-005 | 0.206 | 6.72 | 0.00 | ||
| b_SEXDUMMYICHI | b_TOTALCOSTICHI | 2.85e-005 | 0.328 | 6.43 | 0.00 | -1.09e-005 | -0.0761 | 6.72 | 0.00 | ||
| b_SEXDUMMYICHI | b_TRAVELTIMEICHI | -0.000897 | -0.592 | 6.44 | 0.00 | -0.000577 | -0.446 | 6.75 | 0.00 | ||
| b_SEXDUMMYICHI | b_TRAVELTIMENI | -0.000523 | -0.369 | 6.45 | 0.00 | -0.000417 | -0.263 | 6.74 | 0.00 |
Smallest singular value of the hessian: 3.28392