Table 3.
Fit Indices for LPA Models with One to Six Classes
| Number of classes | Log Likelihood | AIC | BIC | aBIC | LMR-LRT (p) | BLRT (p) |
|---|---|---|---|---|---|---|
|
| ||||||
| 1 | −63.90 | 143.80 | 167.21 | 141.90 | ||
| 2 | 45.26 | −64.51 | −26.46 | −67.59 | 0.13 | 0.00 |
| 3 | 94.15 | −152.30 | −99.61 | −156.56 | 0.02 | 0.00 |
| 4 | 132.92 | −219.84 | −152.52 | −225.28 | 0.03 | 0.00 |
| 5 | 148.52 | −241.05 | −159.08 | −247.67 | 0.25 | 0.00 |
| 6 | 160.87 | −255.74 | −159.14 | −263.54 | 0.30 | 0.00 |
Note. AIC: Akaike information criterion, BIC: Bayesian information criterion, aBIC: Sample-size adjusted Bayesian information criterion, LMR-LRT: Lo-Mendell-Rubin likelihood ratio test, BLRT: Bootstrap likelihood ratio test. Model in bold was selected as the optimal solution.