Table 2.
Model Fit Based on Number of Classes
| Classes | AIC | BIC | Adjusted BIC |
Relative Entropy |
LMR LRT p |
Proportion of smallest group |
|---|---|---|---|---|---|---|
| 1 | 5721.773 | 5747.179 | 5728.135 | -- | -- | -- |
| 2 | 5251.262 | 5293.607 | 5261.865 | .98 | <.001 | .22 |
| 3 | 5168.254 | 5227.536 | 5183.098 | .96 | .025 | .03 |
| 4 | 5047.170 | 5123.390 | 5066.255 | .97 | .028 | .06 |
| 5 | 4980.585 | 5074.015 | 5004.184 | .93 | .017 | .05 |
| 6 | 4930.348 | 5040.443 | 4957.916 | .96 | .115 | .02 |
Note. AIC = Akaike Information Criterion, BIC = Bayesian Information Criterion, LMR LRT = Lo-Mendell-Rubin likelihood ratio test. Proportion of smallest group comes from estimated posterior probabilities rather than most likely class membership.