Table 3. Comparisons of LCA Models with different number of latent classes (n=262).
| Model | AIC | BIC | ABIC | LMR LR p-value | ALMR LR p-value | BLRT p-value |
|---|---|---|---|---|---|---|
| 1-Class LCA | 1924.54 | 1949.52 | 1927.33 | - | - | - |
| 2- Class LCA | 1716.07 | 1769.60 | 1722.04 | <0.0001 | <0.0001 | <0.0001 |
| 3- Class LCA | 1694.94 | 1777.01 | 1704.09 | 0.0001 | 0.0002 | <0.0001 |
| 4- Class LCA | 1697.21 | 1807.83 | 1709.55 | 0.0128 | 0.0141 | 0.5000 |
Note.
-
Not applicable.
AIC: Akaike information criterion
BIC: Bayesian information criterion
ABIC: Sample-size adjusted Bayesian information criterion
LMR LR: Lo-Mendell-Rubin LR test
ALMR LR: Adjusted Lo-Mendell-Rubin LR test
BLRT: Bootstrap likelihood ratio test