Number of classes | AIC | Sample-size adjusted BIC | Entropy | LMR-LRT | Parametric bootstrapped likelihood ratio test |
2 | 18 480.168 | 18 538.862 | 0.947 | <0.001 | <0.001 |
3 | 18 103.726 | 18 193.723 | 0.946 | <0.001 | <0.001 |
4 | 17 808.447 | 17 929.748 | 0.929 | <0.001 | <0.001 |
5 | 17 728.302 | 17 880.907 | 0.939 | <0.001 | <0.001 |
6 | 17 702.906 | 17 886.814 | 0.943 | 0.078 | <0.001 |
Bold indicates the selected model (n=9154).
AIC, Akaike information criterion; BIC, Bayesian information criterion; LMR-LRT, Lo-Mendell-Rubin adjusted likelihood ratio test.