Investigating Different Types of Red-Light Running Behaviors among Urban e-Bike Rider Mixed Groups

Table 3

Goodness-of-fit measures for multinomial and random parameter models.

	Basic model		Refined model
	Multinomial logit	Random parameter logit	Multinomial logit	Random parameter logit
AIC	3188.4	3170.2	3172.9	3164.5
LL (0)	−2203.82	−2203.82	−2203.82	−2203.82
LL (B)	−1578.22	−1568.1	−1567.45	−1562.25
Number of parameters	16	17	19	20
	20.24		10.4
Adjusted R^2	0.284	0.288	0.289	0.291