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. 2019 Oct 14;10(1):1676005. doi: 10.1080/20008198.2019.1676005

Table 3.

Fit indices for latent class models.

Model Log-likelihood Resid. df BIC aBIC AIC cAIC Entropy
2 class −886.40 50 1843.20 1802.00 1798.79 1856.20 0.67
3 class −863.27 43 1834.87 1771.49 1766.55 1854.87 0.77
4 class −852.56 36 1851.36 1765.79 1759.13 1878.36 0.78
5 class −846.19 29 1876.53 1768.78 1760.38 1910.53 0.77
5 class −842.98 22 1908.01 1778.08 1767.95 1949.01 0.85
7 class −839.51 15 1939.00 1786.88 1775.03 1987.00 0.67

Fit indices of the preferred 4-class model are highlighted in bold. Resid. df, Residual degrees of freedom; BIC, Bayesian Information Criterion; aBIC, adjusted Bayesian Information Criterion; AIC, Akaike Information Criterion; cAIC, Bozdogan’s consistent Akaike Information Criterion.