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Table 2 Fitted indices for GMMs with 1 to 4 classes

From: Classifying and characterizing the development of self-reported overall quality of life among the Chinese elderly: a twelve-year longitudinal study

Number of Classes AIC BIC SABIC Entropy Lo-Mendell-Rubin LRT Lo-Mendell-Rubin Adjusted LRT
1 19,643.55 19,697.61 19,665.84
2 19,324.69 19,513.88 19,402.69 0.65 vs 1 35.81*** vs 1 366.88***
3 19,238.99 19,563.32 19,372.71 0.89 vs 2 246.73* vs 2 223.99*
4 19,235.89 19,695.36 19,425.33 0.85 vs 3 49.01*** vs 3 48.82***
  1. AIC Akaike’s Information Criterion, BIC Bayesian Information Criterion, SABIC Sample-size Adjusted Bayesian Information Criterion, Lo-Mendell-Rubin LRT Lo-Mendell-Rubin likelihood ratio test, Lo-Mendell-Rubin Adjusted LRT Lo-Mendell-Rubin Adjusted Likelihood Ratio Test
  2. *p < 0.05
  3. **p < 0.01
  4. ***p < 0.001