Table 3.
Number of latent classes | AIC | BIC | SSABIC | Entropy | L-M-R test | P value |
---|---|---|---|---|---|---|
2 classes | 7643.8 | 7704.4 | 7669.5 | 0.749 | 674.0 | p < 0.0001 |
3 classes | 7604.3 | 7698.1 | 7644.0 | 0.770 | 50.3 | p = 0.0461 |
4 classes | 7602.2 | 7729.0 | 7656.0 | 0.708 | 13.8 | p = 0.0362* |
5 classes | 7630.8 | 7790.8 | 7698.7 | 0.677 | 4.94 | p = 0.5144 |
AIC Akaike information criteria, BIC Bayesian information criteria, SSABIC sample-size adjusted Bayesian information criteria, L-M-R test Lo–Mendell–Rubin adjusted likelihood ratio test value, p p value associated with L-M-R test
Statistically significant