Daily Commute Time Prediction Based on Genetic Algorithm

Table 7

Estimation results of the work-to-home travel time model.

Variables	Weibull distribution		Exponential distribution
	Coef.	𝑧-stat.	Coef.	𝑧-stat.
Constant	2.65	164.15	2.53	79.98
Income	−0.01	−8.13	−0.01	−3.57
Age	0.0034	19.23	0.0033	8.80
Occu-w	−0.03	−6.20	−0.03	−2.22
Occu-e	0.05	6.56	0.07	4.25
Mode-w	−0.06	−5.53	−0.06	−3.51
Mode-bi	0.05	4.38	0.08	−3.51
Mode-a	0.05	3.33	—	—
Distance	0.00015	119.81	0.00015	66.12
Departure time	−0.06	−23.50	−0.06	−11.96
𝛾	0.4835	—	1	—
Prob > chi^2	0.0000		0.0000
N	37842