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. 2025 Feb 13;54(7):1827–1844. doi: 10.1007/s10964-025-02157-0

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