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Table 1 Latent class model and fit indices

From: Novel subgroups of functional ability in older adults and their associations with adverse outcomes

Model

K

AIC

BIC

SSA-BIC

Entropy

LMR-A p-value

BLRT p-value

Classification probability

1

42

207,786.964

208,068.29

207,934.823

   

1

2

85

196,672.913

197,242.259

196,972.152

0.812

 < 0.001

 < 0.001

.62/.38

3

128

194,977.932

195,835.3

195,428.551

0.862

 < 0.001

 < 0.001

.10/.31/.58

4

171

192,837.12

193,982.509

193,439.119

0.805

 < 0.001

 < 0.001

.12/.15/.33/.39

5

214

192,196.131

193,629.541

192,949.509

0.823

 < 0.001

 < 0.001

.11/.10/.08/.34/.37

6

257

191,593.208

193,314.64

192,497.966

0.776

0.378

 < 0.001

.08/.07/.27/.33/.10/.15

7

300

191,223.427

193,232.881

192,279.565

0.735

0.7812

 < 0.001

.08/.10/.20/.19/.22/.16/.07

  1. BIC Bayesian Information Criterion, SSA-BIC Sample-Size Adjusted BIC, AIC Akaike Information Criterion, LMRA-A Lo-Mendell-Rubin adjusted likelihood ratio test, BLRT bootstrap likelihood ratio test