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Table 2 Fit statistics for a one-class model through to a seven class-model by sex

From: Accumulation of lifestyle and psychosocial problems and persistence of adverse lifestyle over two-year follow-up among Finnish adolescents

Number of classes in the model

Fit statistics

AIC

BIC

SSABIC

Entropy

LRT

Boys

 

1-Class model

38310.975

38384.202

38346.073

N/A

N/A

2-Class model

37755.683

37902.138

37825.879

0.811

0.1190

3-Class model

37390.284

37609.967

37495.578

0.784

0.3129

4-Class model

37275.750

37568.660

37416.142

0.644

0.0008

5-Class model

37236.918

37603.055

37412.408

0.833

<0.001

6-Class model

37209.182

37648.546

37419.770

0.679

0.2307

7-Class model

37140.859

37653.450

37386.545

0.822

1.0000

Girls

 

1-Class model

26843.382

26908.612

26870.482

N/A

N/A

2-Class model

25793.163

25935.439

25862.357

0.654

<0.0001

3-Class model

25706.917

25917.237

25809.203

0.634

0.0141

4-Class model

25328.046

25606.412

25463.425

0.804

0.0050

5-Class model

25295.221

25641.632

25463.692

0.707

0.4722

6-Class model

25255.253

25669.709

25456.817

0.762

0.6387

7-Class model

25283.651

25766.152

25518.307

0.824

0.1721

  1. AIC = Akaike Information Criteria, BIC = Bayesian Information Criteria, SSABIC = Sample Size Adjusted Bayesian Information Criteria.
  2. LRT = p-value for the Lo-Mendell-Rubin Likelihood Ratio Test.