Table 4.
Model fit indices for Latent Class Analysis
| No. classes | −2 LL | AIC | BIC | aBIC | Entropy | VLMR | p | LMR | p | BLRT | p |
|---|---|---|---|---|---|---|---|---|---|---|---|
|
| |||||||||||
| 1 class | 1923.42 | 3868.85 | 3911.19 | 3876.3 | |||||||
| 2 class | 1923.42 | 3436.18 | 3524.72 | 3451.75 | 0.83 | 456.67 | 0.00 | 450.25 | 0.00 | 456.67 | 0.00 |
| 3 class | 1695.09 | 3415.97 | 3550.69 | 3439.66 | 0.83 | 44.21 | 0.21 | 43.59 | 0.21 | 44.21 | 0.00 |
| 4 class | 1658.93 | 3411.87 | 3592.78 | 3443.69 | 0.79 | 28.10 | 0.45 | 27.70 | 0.45 | 28.10 | 0.11 |
Note. −2LL = negative 2 log likelihood; AIC = Akaike Information Criteria; BIC = Bayesian Information Criteria; aBIC = sample size adjusted Bayesian Information Criteria; VLMR=Vuong-Lo-Mendell-Rubin test; LMR = Lo-Mendell-Rubin test; BLRT = Bootstrapped log-likelihood ratio test.