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. Author manuscript; available in PMC: 2025 Aug 29.
Published in final edited form as: J Ageing Longev. 2025 Aug 8;5(3):27. doi: 10.3390/jal5030027

Table A2.

Model selection for latent class growth analysis.

Degree Latent Class Loglik AIC BIC SABIC Entropy ICL1 ICL2
1 2 −51,806.53 103,631.07 103,691.48 103,662.88 0.5824 105,451.83 105,832.83
1 3 −50,764.96 101,555.93 101,643.20 101,601.89 0.5728 104,497.74 105,081.80
1 4 −50,277.35 100,588.69 100,702.81 100,648.79 0.5935 104,130.57 104,869.58
1 5 −50,075.70 100,193.39 100,334.37 100,267.64 0.5261 104,973.36 106,023.83
1 6 −49,888.31 99,826.62 99,994.45 99,915.01 0.5213 105,211.34 106,664.46
2 2 −51,665.24 103,352.47 103,426.32 103,391.36 0.6110 105,066.31 105,351.99
2 3 −50,567.73 101,167.47 101,274.88 101,224.03 0.5997 103,949.67 104,395.96
2 4 −50,010.27 100,062.54 100,203.51 100,136.78 0.6211 103,397.94 103,999.48
2 5 −49,783.49 99,618.97 99,793.51 99,710.89 0.5559 104,140.50 105,005.20
2 6 −49,544.62 99,151.24 99,359.35 99,260.84 0.5523 104,238.34 105,380.25
3 2 −51,624.54 103,275.08 103,362.35 103,321.04 0.6237 104,948.61 105,182.78
3 3 −50,512.55 101,063.11 101,190.66 101,130.28 0.6094 103,800.22 104,194.73
3 4 −49,928.03 99,906.06 100,073.89 99,994.45 0.6328 103,169.95 103,700.50
3 5 −49,703.54 99,469.08 99,677.19 99,578.68 0.5647 103,938.50 104,737.70
3 6 −49,456.74 98,987.48 99,235.86 99,118.28 0.5637 103,990.45 105,011.03

AIC: Akaike Information Criterion; BIC: Bayesian Information Criterion; SABIC: Sample Size-Adjusted Bayesian Information Criterion; ICL1: Integrated Completed Likelihood 1; ICL2: Integrated Completed Likelihood 2.