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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