Table 1.
Solution | AIC | BIC | Entropy | LRTa | Number of classes <5% of sample |
---|---|---|---|---|---|
2-class | 188,044.81 | 188,136.87 | .74 | 6939.85 (p < .0001) | 0 |
3-class | 185,078.07 | 185,205.54 | .84 | 2912.59 (p < .0001) | 1 |
4-class | 183,760.41 | 183,923.28 | .75 | 1299.06 (p < .0001) | 1 |
5-class | 182,435.49 | 182,633.77 | .80 | 1480.36 (p < .0001) | 1 |
6-class | 181,828.49 | 182,062.18 | .80 | 603.70 (p < .01) | 3 |
Note. AIC = Akaike Information Criterion; BIC = Bayesian Information Criterion; LRT = Vuong-Lo-Mendell-Rubin likelihood ratio test.
Compared to a solution with one fewer class.