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. Author manuscript; available in PMC: 2009 Aug 5.
Published in final edited form as: J Stud Alcohol Drugs. 2008 Jan;69(1):21–29. doi: 10.15288/jsad.2008.69.21

Table 2.

Relative model fit indexes for one- to four-class growth mixture models

Model Parameters Log-likelihood Entropya BICb LMR p valuec
One class 21 −20,864 41,873
Two class 26 −12,689 .57 25,552 .0039
Three class 30 −9,294 .76 18,780 .0004
Four class 37 −9,270 .73 18,782 .1373

Notes: Covariates were included in model estimations.

a

Entropy = average classification precision; higher values indicate better classification of individuals into distinct classes;

b

BIC = Bayesian Information Criterion; lower values indicate better fit;

c

LMR p value = Lo-Mendell-Rubin p value; indicates significance in model fit improvement by estimating one more class.