Table 2.
Fit statistics for the unconditional latent class analysis for 1–4 classes
| N | AIC | BIC | Adjusted BIC | Entropy | LMRT | BLRT | Class probability |
|---|---|---|---|---|---|---|---|
| 1 | 3250.40 | 3290.97 | 3259.24 | N.A. | N.A. | N.A. | 1.00 |
| 2 | 2515.83 | 2601.02 | 2534.38 | 0.94 | p <.001 | p <.001 | 0.82 / 0.18 |
| 3 | 2431.70 | 2561.52 | 2459.97 | 0.79 | p =.08 | p <.001 | 0.64 / 0.22 / 0.14 |
| 4 | 2424.71 | 2599.15 | 2462.70 | 0.81 | p =.07 | p =.01 | 0.64 / 0.21 / 0.12 / 0.04 |
Note. N = Number of classes; AIC = Akaike information criterion; BIC = Bayesian information criterion; LMRT = Lo-Mendell-Rubin Likelihood Ratio test; BLRT = Bootstrap Likelihood Ratio Test