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Table 2 Comparison of LCA models with different latent classes based on model selection statistics

From: Subgroups of lifestyle patterns among hypertension patients: a latent-class analysis

No. LCA

No. parameters estimated

Loglikelihood

G2

df

AIC

BIC

P-value

1

5

− 1709.6

22.65

18

32.65

55.75

.232

2

11

− 1783.4

8.20

12

30.20

81.02

.769

3

17

− 1781.7

4.89

6

38.89

117.43

.557

4

23

− 1780.2

1.88

0

47.88

154.14

–

  1. Df degrees of freedom, AIC Akaike information criterion, BIC Bayesian information criterion