Table 2. Comparing LCA Model Fit (n = 432).
Model | BICssa | AIC | Entropy | Class Sizes | Classification Quality |
LMR | BLRT |
---|---|---|---|---|---|---|---|
2-class | 7505 | 7478 | .93 | 226, 206 | .98, .99 | *** | *** |
3-class | 7307 | 7267 | .91 | 116, 119, 197 | .96, .95, .96 | ns | *** |
4-class | 7258 | 7207 | .90 | 151, 52, 119, 110 | .93, .88, .95, .97 | *** | *** |
p < 0.05,
p < 0.01,
p < 0.001
Note. BICssa = Sample-size adjusted Bayesian Information Criterion, AIC = Akaike Information Criterion, LMR = Lo-Mendell-Rubin adjusted likelihood ratio test, BLRT = Bootstrapped Likelihood Ratio Test.