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Table 2 Model characteristics (N = 231)

From: Identified or conflicted: a latent class and regression tree analysis explaining how identity constructs cluster within smokers

# Classes

LL

BIC

AIC

Parameters

Relative entropy

Class membership* (%)

1

− 1550.588

3231.794

3149.176

24

1

100

2

− 1473.268

3213.214

3044.535

49

0.9599

1: 54

2: 46

3

− 1437.473

3277.685

3022.946

74

0.9754

1: 29

2: 62

3: 9

4

− 1413.718

3366.235

3025.436

99

0.9809

1: 8

2: 13

3: 57

4: 22

5

− 1394.555

3463.969

3037.109

124

0.9837

1: 12

2: 18

3: 27

4: 35

5: 8

  1. LL maximum log likelihood; BIC Bayesian information criterion; AIC Akaike information criterion
  2. *Values represent estimated class population shares