Table 3.
Fit statistics for the 1–5 class solutions
| Class number | −2LL | AIC | BIC | CAIC | AWE | Adjusted LMRT | Adjusted LMRT p-value | Entropy |
|---|---|---|---|---|---|---|---|---|
| 1-Class | 11,324.23 | 11,376.23 | 11,500.60 | 11,526.60 | 11,754.97 | - | - | 1 |
| 2-Class | 10,799.82 | 10,905.82 | 11,159.34 | 11,212.34 | 11,677.85 | 521.21 | 0.001 | 0.772 |
| 3-Class | 10,692.01 | 10,852.01 | 11,234.68 | 11,314.68 | 12,017.35 | 107.22 | 0.0589 | 0.777 |
| 4-Class | 10,606.15 | 10,820.15 | 11,331.96 | 11,438.96 | 12,378.78 | 85.40 | 0.0509 | 0.788 |
| 5-Class | 10,536.22 | 10,804.22 | 11,445.19 | 11,579.19 | 12,756.15 | 69.55 | 0.761 | 0.811 |
Bold indicates the final solution adopted
−2LL −2 log likelihood, AIC akaike information criterion, AWE approximate weight of evidence criterion, BIC bayesian information criterion, CAIC consistent akaike information criterion, LMRT lo-mendell-rubin likelihood ratio test