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.
Entropy = average classification precision; higher values indicate better classification of individuals into distinct classes;
BIC = Bayesian Information Criterion; lower values indicate better fit;
LMR p value = Lo-Mendell-Rubin p value; indicates significance in model fit improvement by estimating one more class.