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Table 3 Latent class fit statistics for children on the autism spectrum in the Australian Autism Biobank

From: Identification of subgroups of children in the Australian Autism Biobank using latent class analysis

Classes

Loglikelihood

Starts replicated

Free parameters

AICa

BICb

ABICc

LMR-LRTd (p)

Entropy

1

− 26297.881

200 20

57

52709.76

52973.41

52792.41

N/A

N/A

2

− 24904.636

200 20

96

50001.27

50445.31

50140.47

 < 0.0001

0.90

3

− 24561.991

200 20

135

49393.98

50018.41

49589.73

 < 0.0001

0.87

4

− 24303.256

200 20

174

48954.51

49759.33

49206.81

0.1216

0.88

5

− 24145.339

200 20

213

48716.68

49701.89

49025.53

0.5549

0.87

6

− 23998.863

200 20

252

48501.73

49667.32

48867.12

0.7722

0.87

7

− 23870.439

800 80

291

48322.88

49668.87

48744.84

0.4666

0.87

  1. aAkaike information criterion
  2. bBayesian information criterion
  3. cSample adjusted bayesian information criterion
  4. dLo-Mendell-Rubin Likelihood Ratio Test