Research Article
Mixed Multinomial Probit Model Accommodating Flexible Covariance Structure and Random Taste Variation: An Application to Commute Mode Choice Behavior
Table 5
Descriptive statistics of LOS (level-of-service) attributes.
| ā | Attribute | Mean | S.D. |
| CAR | Fare (RMB yuan) | 7.065 | 6.471 | In-vehicle time (min) | 23.406 | 16.604 |
| Taxi | Fare (RMB yuan) | 35.490 | 28.880 | In-vehicle time (min) | 23.406 | 16.604 |
| Metro | Fare (RMB yuan) | 3.938 | 0.948 | In-vehicle time (min) | 20.469 | 14.714 | Initial waiting time (min) | 2.164 | 0.317 | Transfer waiting time (min) | 1.226 | 1.455 | Access distance (km) | 1.826 | 1.127 | Egress distance (km) | 1.327 | 0.978 | Number of transfers | 0.568 | 0.669 |
| Bus | Fare (RMB yuan) | 3.458 | 1.707 | In-vehicle time (min) | 37.999 | 29.897 | Initial waiting time (min) | 4.281 | 2.751 | Transfer waiting time (min) | 3.152 | 4.501 | Transfer walking distance (km) | 0.110 | 0.240 | Access distance (km) | 0.657 | 0.427 | Egress distance (km) | 0.638 | 0.430 | Number of transfers | 0.729 | 0.854 |
| Bus and metro | Fare (RMB yuan) | 3.610 | 1.626 | Total in-vehicle time (min) | 38.747 | 18.981 | In-vehicle time allocated to metro (min) | 22.060 | 14.584 | In-vehicle time allocated to bus (min) | 16.687 | 14.436 | Initial waiting time (min) | 3.599 | 2.658 | Access distance (km) | 0.720 | 0.441 | Egress distance (km) | 0.679 | 0.407 | Number of transfers | 0.994 | 1.026 | Transfer waiting time (min) | 2.833 | 3.556 | Transfer walking distance (km) | 0.126 | 0.258 |
| Nonmotorized mode | Trip distance (km) | 4.204 | 5.611 |
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