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Table 5 Values of the fit indicators for model comparisons in latent class analysis

From: Exploring patterns in psychiatric outpatients’ preferences for involvement in decision-making: a latent class analysis approach

Model

log-

likelihood

Residual degree of freedom (df)

BIC

aBIC

aAIC

Likelihood-ratio

Entropy

Model 1

 

168

4503.24

4427.22

4527.24

2360.96

Model 2

 

143

4506.82

4351.60

4555.82

2233.10

0.710

Model 3

 

118

4553.51

4319.10

4627.51

2148.35

0.780

Model 4

−2.051.348

93

4623.19

4309.59

4722.19

2.086.59

0.843

Model 5

−2.024.382

68

4700.69

4307.90

4824.69

2.032.66

0.854

  1. BIC Bayesian information criterion, aBIC Adjusted Bayesian information criterion, aAIC Adjusted Aikakes’ information criteria; Likelihood ratio: Lo-Mendell-Rubin adjusted likelihood ratio tests