Table 2. Model fit parameter for the LPA model selection.
Model | classes k | Log-likelihood | LRT p k-1 | AIC | ABIC | Entropy |
---|---|---|---|---|---|---|
1 | 2 | -10702.648 | 0.2720 | 21079.494 | 21094.603 | 0.821 |
2 | 3 | -10496.747 | 0.0231 | 20809.894 | 20830.274 | 0.843 |
3 | 4 | -10346.947 | 0.3802 | 20702.015 | 20727.665 | 0.847 |
4 | 5 | -10233.093 | 0.3621 | 20642.187 | 20673.108 | 0.859 |
LRT = Log-likelihood ratio test; AIC = Akaike information criterion; ABIC = Adjusted Bayes Information Criteria