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Table 4 Fit statistics: five-class model with fixed parameter restrictions

From: A framework for characterizing heterogeneity in neurodevelopmental data using latent profile analysis in a sample of children with ADHD

Model Parameters Modes Start values ending in top mode LL AIC BIC Entropy
Unrestricted 46 24 65% −1063.67 2219.33 2347.56 0.90
Restricted −0.5/+0.5 32 6 57% −1072.99 2209.97 2299.17 0.88
Restricted 0/1 32 10 15% −1079.39 2222.77 2311.97 0.86
Restricted −1/+1 32 9 2% −1083.55 2231.71 2331.11 0.88
Restricted −2/−1 No convergence
Restricted −2/+2 32 7 10% −1090.29 2244.58 2333.78 0.90
  1. LL loglikelihood, AIC Akaike information criterion, BIC Bayesian information criterion. Numbers in the restricted model names correspond to the values used to fix the means in two classes