Journal of Advanced Transportation

Research Article

Heterogenous Trip Distance-Based Route Choice Behavior Analysis Using Real-World Large-Scale Taxi Trajectory Data

Table 5

Calibration results of taxi passenger-carrying route choice model.
VariableShort distanceMedium distanceLong distanceAll trips combined
PSLMNLPSLMNLPSLMNLPSLMNL
Coeft-statCoeft-statCoeft-statCoeft-statCoeft−statCoeft−statCoeft-statCoeft-stat
−0.41−4.21−0.61−5.84−0.46−3.34−0.62−3.89−0.55−2.81−0.83−3.28−0.74−2.19−0.86−3.91
−2.35−2.62−3.3−3.42−2.45−2.88−3.7−3.92−3.45−2.2−4.76−3.77−4.72−2.71−4.32−2.66
0.022.480.53.410.022.050.552.860.041.970.792.710.132.34−0.123.26
0.021.780.531.910.011.760.521.840.031.960.72.030.031.800.672.04
−0.01−1.69−0.02−1.83−0.02−1.88−0.02−1.9−0.02−1.78−0.02−1.7−0.02−1.72−0.08−2.49
−3.87−2.01−5.43−2.78−8.29−1.87−7.83−2.91−22.35−2.31−24.37−3.21−10.10−2.77−7.54−2.26
−0.42−3.36−0.53−4.54−0.45−3.7−0.54−5.41−0.58−5.66−0.82−7.16−0.47−3.35−0.19−1.77
−0.17−2.54−0.43−2.69−0.17−2.56−0.45−2.73−0.21−1.76−0.48−2.52−0.38−1.73−0.43−3.21
−1.59−3.07−1.61−3.56−1.85−2.29−1.88−2.58−2.38−3.56−2.41−3.17−2.68−2.06−3.22−2.01
Ln (PS)3.473.2——4.023.69——4.715.11——3.372.12——
Num of observations204176262642
Likelihood ratio 0.2720.2250.2710.2230.3160.1970.2190.182