Table 3.
Model | Loglikelihood | BIC | AIC | Entropy R2 | BLRt p-value | LMR-A p -value |
---|---|---|---|---|---|---|
1 Class | −16,972.49 | 34,053.27 | 33,972.98 | |||
2 Class | −14,895.88 | 30,016.07 | 29,849.75 | 0.82 | <.001 | <.001 |
3 Class | −14,588.65 | 29,517.64 | 29,265.30 | 0.75 | <.001 | <.001 |
4 Class | −14,538.06 | 29,532.49 | 29,194.13 | 0.66 | <.001 | 0.12 |
5 Class | −14,493.49 | 29,559.37 | 29,134.98 | 0.67 | <.001 | 0.07 |
6 Class | −14,459.36 | 29,607.13 | 29,096.72 | 0.66 | <.001 | 0.24 |
7 Class | −14,429.88 | 29,664.20 | 29,067.76 | 0.68 | <.001 | 0.13 |
BIC = Bayesian Information Criterion; AIC = Akaike Information Criterion; BLRt = Bootstrap Likelihood Ratio test; LMR-A = Lo-Mendell Rubin adjusted loglikelihood ratio test.