Integrated Model of Joint Residence-Workplace Location Choice and Commute Behavior Using Latent Class and Mixed Logit Methods

Table 5

Estimation results of four latent classes.

Variables	Class 1	Class 2	Class 3	Class 4
House renting price	−0.9568; (−18.48)	−0.1823; (−2.40)	−0.1734; (−4.41)	−0.2153; (−8.60)
Commute distance; (M)	−0.1953; (−12.63)	−0.1174; (−3.72)	−0.5049; (−10.10)	−0.2662; (−9.83)
Commute distance; (S.D.)	0.3115; (14.49)	0.1762; (5.06)	0.2878; (6.65)	−0.1417; (−4.72)
Commute time; (M)	−0.03623; (−2.37)	−0.0305; (5.22)	−0.0128; (−2.89)	−0.0582; (4.96)
Commute time; (S.D.)	−1.14E − 04; (0)	−0.0139; (−1.02)	7.69E − 05; (0)	−2.10E − 04; (0)
Household monthly income	1.0919; (24.82)	2.0387; (15.55)	1.0537; (13.47)	1.3504; (16.82)
Population density	0.9441; (18.36)	−0.9983; (−4.24)	−0.1624; (−15.63)	−0.0763; (−6.01)
Number of employment opportunities	0.0648; (10.31)	0.0665; (4.74)	0.1113; (3.66)	0.2311; (4.67)
GDP of workplace	0.3617; (14.24)	0.2288; (9.06)	0.3973; (6.60)	0.1594; (3.40)

Here M means “mean value”; S.D. means “standard deviation.”