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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