Table 2.
Summary of model fit criteria
Number of classes | Smallest class size | Log likelihood | Akaike information criteria (AIC) | Bayesian information criteria (BIC) | Sample-size adjusted BIC | Entropy | Lo-Mendell-Rubin likelihood ratio test (LRT) |
---|---|---|---|---|---|---|---|
2 | 0.28437 | 21,395.022 | 42,740.284 | 42,874.674 | 42,807.944 | 0.781 | 4182.607 |
3 | 0.19758 | 20,619.563 | 41,303.126 | 41,507.912 | 41,406.228 | 0.791 | 1443.534 |
4 | 0.03582 | 20,507.73 | 41,101.46 | 41,376.64 | 41,240.003 | 0.791 | 221.272 |
5 | 0.03540 | 20,456.886 | 41,021.772 | 41,367.347 | 41,195.756 | 0.794 | 100.599 |
6 | 0.03724 | 20,418.031 | 40,966.062 | 41,382.031 | 41,175.487 | 0.695 | 76.878 |