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Table 1 Fit statistics: unrestricted models with 1–8 classes

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

Number of classes Parameters Modes Start values ending at top mode LL AIC BIC Entropy
1 14 N/A N/A −1144.41 2316.81 2355.84 1
2 22 1 100% −1103.32 2250.63 2311.96 0.92
3 30 4 12% −1090.29 2240.58 2324.21 0.91
4 38 11 10% −1076.77 2229.53 2335.46 0.91
5 46 24 65% −1063.67 2219.33 2347.56 0.90
6 54 50 9% −1052.50 2212.99 2363.52 0.88
7 62 82 5% −1040.98 2205.97 2378.79 0.89
8 70 115 0.1% −1030.94 2201.87 2397.00 0.87
  1. LL loglikelihood, AIC Akaike information criterion, BIC Bayesian information criterion, N/A not applicable