Table 3.
Fit statistics for the latent class model with 1–5 classes.
| AIC | BIC | aBIC | Entropy | LMRT | BLRT | Latent class probability | |
|---|---|---|---|---|---|---|---|
| p value | p value | ||||||
| 1 class | 34530.769 | 34600.355 | 34549.562 | ||||
| 2 class | 33281.312 | 33390.040 | 33310.676 | 0.856 | <0.001 | <0.001 | 0.46329/0.53671 |
| 3 class | 32991.884 | 33139.755 | 33031.820 | 0.841 | 0.0213 | <0.001 | 0.15559/0.46853/0.37587 |
| 4 class | 32821.123 | 33008.136 | 32871.630 | 0.825 | 0.0452 | <0.001 | 0.13811/0.25000/0.24825/0.36364 |
| 5 class | 32673.388 | 32899.543 | 32734.466 | 0.858 | 0.0972 | <0.001 | 0.25175/0.01923/0.26573/0.11014/0.35315 |
AIC, Akaike information criteria; BIC, Bayesian information criteria; aBIC, adjusted Bayesian information criterion.
LMRT, Lo–Mendell–Rubin likelihood ratio test; BLRT, Bootstrapped likelihood ratio test.