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Table 1 Model fit indices for latent class models of temporal eating patternsa

From: Temporal eating patterns: a latent class analysis approach

 

2 Classes

3 Classes

4 Classes

5 Classes

6 Classes

Men

 AIC

55869.734

55695.195

55568.741

55428.274

55556.894

 BIC

56153.153

56123.215

56141.362

56145.497

56418.719

 adjusted BIC

55997.469

55888.101

55826.817

55751.522

55945.313

 LMR-LRT

−28139.701, P < 0.001

−27885.867, P = 0.03

−27773.598, P = 0.74

−27683.191, P = 0.07

−27592.446, P = 0.73

 BS-LRT

−28139.701, P < 0.001

−27885.867, P < 0.001

−27773.598, P < 0.001

−27683.191, P < 0.001

−27592.446, P = 1.0

Women

 AIC

63452.109

63254.207

63163.371

62999.200

63103.155

 BIC

63743.735

63694.623

63752.576

63737.193

63989.938

 adjusted BIC

63588.045

63459.499

63438.018

63343.202

63516.513

 LMR-LRT

−30624.734, P < 0.001

−31677.055, P = 0.017

−31553.104, P < 0.001

−31431.346, P = 0.07

−31347.200, P = 0.64

 BS-LRT

−30624.734, P < 0.001

−31677.055, P < 0.001

−31553.104, P < 0.001

−31431.346, P < 0.001

−31347.200, P = 1.0

  1. a AIC Akaike Information Criterion, BIC Bayesian Information Criterion, BS Bootstrap, LMR Lo-Mendell-Rubin, LRT likelihood ratio test