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Table 1 Model-fit indices for latent class analysis for health-related behaviours (N = 23,842; Eurobarometer 72.3, 2009, EU)

From: Socioeconomic inequality in clusters of health-related behaviours in Europe: latent class analysis of a cross-sectional European survey

 

Npar a

L 2b

df c

L 2 p-value d

LL e

BICf

BIC*g

1-cluster model

5

1860.948

26

<0.001

−73,682.140

147,414.676

147,398.786

2-cluster model

11

264.915

20

<0.001

−72,884.123

145,879.117

145,844.160

3-cluster model

17

50.953

14

<0.001

−72,777.142

145,725.631

145,671.606

4-cluster model

23

19.064

8

0.0145

−72,761.198

145,754.217

145,681.124

  1. aNumber of parameters in the model
  2. bModel Fit Likelihood ratio chi-squared statistic
  3. cDegrees of freedom in the model
  4. d p-value of L 2
  5. eLog likelihood
  6. fBayesian Information criterion, based on the log likelihood
  7. gBayesian Information criterion using sample size adjustment
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BMC Public Health

ISSN: 1471-2458

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