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Table 2 LPA latent class model fitting information

From: Physiological and clinical variables identify ARDS classes and therapeutic heterogeneity to glucocorticoids: a retrospective study

Model

k

AIC

BIC

aBIC

Entropy

LMR

BLRT

Class probability

1

62

97216.491

97526.906

97329.979

    

2

94

94612.867

95083.496

94784.929

0.912

< 0.0001

< 0.0001

0.784/0.216

866/238

3

126

93270.001

93900.845

93500.638

0.864

0.0730

< 0.0001

0.312/0.538/0.150

344/594/166

4

158

92236.822

93027.880

92526.033

0.893

0.0459

< 0.0001

0.516/0.297/0.129/0.058

570/328/142/64

5

190

91581.529

92532.801

91929.314

0.886

0.4354

< 0.0001

0.265/0.437/0.112/0.124/0.061

293/482/124/137/68

  1. Abbreviations: K = degrees of freedom; AIC = Akaike information criterion; BIC = Bayesian information criterion; aBIC = adjusted Bayesian information criterion, the smaller the statistical value, the better the model fit. BLRT = likelihood ratio test (Bootstrap-based BLRT); LMR = Vuong-Lo-Mendell-Rubin test.