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. Author manuscript; available in PMC: 2013 Apr 1.
Published in final edited form as: J Child Adolesc Subst Abuse. 2012 Mar 30;21(2):130–155. doi: 10.1080/1067828X.2012.662115

TABLE 6.

Latent Class Analysis Fit Statistics (N = 100)

Likelihood
Ratio
Chi-square
df Akaike
(AIC)
Bayesian
(BIC)
Sample Size
Adjusted BIC
Vuong-Lo-
Mendell-Rubin
Likelihood Ratio Test
(LRT)
Lo-Mendell-Rubin
Adjusted LRT
(aLRT)
Parametric
Bootstrapped LRT
(bLRT)
1 Class 24.60 7 1163.89 1189.94 1158.36 N/A N/A N/A
2 Classes 4.46 2 1089.70 1136.60 1079.75 p = 0.0000 p = 0.0000 p = 0.0000
3 Classes 3.64 - 1089.44 1157.18 1075.06 p = 0.5484 p = 0.5544 p = 0.2000

Notes. AIC = Akaike Information Criterion; BIC = Bayesian Information Criterion. Two-tailed values.