Table 3.
Model | Log likelihood | AIC | BIC | ssaBIC | LMR-LRT | LMR-LRT value of p | Entropy |
---|---|---|---|---|---|---|---|
2-class | −9273.771 | 18597.543 | 18743.550 | 18664.119 | 3927.882 | <0.0001 | 0.892 |
3-class | −9044.868 | 18165.736 | 18387.668 | 18266.932 | 453.358 | <0.0001 | 0.874 |
4-class | −8929.231 | 17960.462 | 18258.318 | 18096.278 | 229.027 | 0.009 | 0.822 |
5-class | −8864.552 | 17857.104 | 18230.884 | 18027.539 | 128.102 | 0.003 | 0.837 |
AIC, Akaike Information Criterion; BIC, Bayesian Information Criterion; LMR-LRT, Lo–Mendell–Rubin likelihood ratio test; ssaBIC, sample size adjusted Bayesian Information Criterion.The bold values represent the final selected model.