Mixed Multinomial Probit Model Accommodating Flexible Covariance Structure and Random Taste Variation: An Application to Commute Mode Choice Behavior

Table 7

Measures of model performance.

Goodness-of-fit measures	MNL	CNL	MMNL	MNP	MMNP
LL (β)	−1764.631	−1757.368	−1755.445	−1743.360	−1733.051
LL (0)	−2659.259	−2659.259	−2659.259	−2659.259	−2659.259
ρ^2 (0)	0.336	0.339	0.340	0.344	0.348
Adj. ρ^2 (0)	0.326	0.327	0.328	0.332	0.335
AIC	3587.261	3580.736	3572.890	3554.720	3538.103
BIC	3745.699	3761.027	3742.254	3740.474	3734.784
Non-nested test	5.71E-17	3.25E-14	1.89E-11	2.89E-07	--