Table 2.

Model selection and fit indices

Classes	Log likelihood	Free parameters	AIC	BIC	BIC (Sample-Size Adjusted)	Entropy	LMR p value for (k-1) classes
1	−24,695.3	13	49,416.61	49,494.25	49,452.95	a
2	−24,234.91	17	48,503.82	48,605.36	48,551.35	0.913	0.005
3	−24,012.61	21	48,067.23	48,192.66	48,125.94	0.924	0.049
4	−23,845.44	25	47,740.89	47,890.21	47,810.78	0.892	0.236

Model with the best fit is shown in bold

AIC Akaike information criteria, BIC Bayesian information criteria, LMR p value, Lo, Mendell, and Rubin likelihood ratio test p value

^aNot estimable for a 1-class model