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Table 1 Information criteria of the model fit for the one, two and three class models resulting from latent class regression analysis for categories of offending within 12 months after detention

From: Using the biopsychosocial model for identifying subgroups of detained juveniles at different risk of re-offending in practice: a latent class regression analysis approach

 

Npar

L2

BIC(L2)

AIC(L2)

AIC3(L2)

CAIC(L2)

SABIC(L2)

df

p

CE

R2

1 class

18

383.92

− 724.55

− 26.08

− 231.08

− 929.55

− 7.49E+01

205

5.30E−13

0

0.03

2 class

54

268.71

− 645.10

− 69.29

− 238.29

− 814.10

− 1.10E+02

169

1.60E−06

0.01

0.38

3 class

90

154.03

− 565.13

− 111.97

− 244.97

− 698.13

− 143.63

133

0.1

0.02

0.73

  1. BIC = Bayesian Information Criterion, SABIC = Sample-size Adjusted BIC, AIC = Akaike Information Criterion, AIC3 = corrected AIC with penalty factor 3, CAIC = Consistent AIC
  2. Comparison class 1 vs class 2: -2LLDiff = 115.21, p < .01, Comparison class 2 vs class 3: -2LLDiff = 117.04, p < .001
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Child and Adolescent Psychiatry and Mental Health

ISSN: 1753-2000