Table 2.

Model Fit Statistics and Entropy for 1-Class through 4-Class models

Information Criteria	1-Class	2-Class	3-Class	4-Class
N Free Parameters	7	15	23	31
N Classes	1	2	3	4
AICa	6026.84	5789.06	5606.48	5578.81
BICb	6061.06	5862.40	5718.94	5730.39
SABICc	6038.83	5814.76	5645.89	5631.93
Entropy	---	0.72	0.82	0.72
LLd	−3006.42	−2879.53	−2780.24	−2758.41
BLRTe	---	−3006.4 (p<0.001)	−2879.5 (p<0.001)	−2780.2 (p<0.001)
Chi-Square	1866.74	436.73	198.48	123.33
df	120	112	104	96
p value	<0.001	<0.001	<0.001	0.032
Number in Each Class
Class 1	982 (100%)	157 (16%)	93 (9.5%)	42 (4.3%)
Class 2	---	825 (84%)	163 (16.6%)	93 (9.5%)
Class 3	---	---	726 (73.9%)	304 (30.9%)
Class 4	---	---	---	543 (55.3%)

Note. Bolded values indicate optimal fit among the four models.

^aAIC = Akaike Information Criteria

^bBIC = Bayesian Information Criteria

^cSaBIC = Sample-Adjusted Bayesian Information Criteria

^dLL = Log Likelihood

^eBLRT = Bootstrapped likelihood ratio test