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Table 3 Simulation results based on different true values of correlations, estimated by Bayesian and naïve methods

From: A Bayesian latent class mixture model with censoring for correlation analysis in antimicrobial resistance across populations

True correlation

Method

Mean estimation bias

Root of mean squared error

0.80

Bayes

−0.0219

0.0927

 

Naïve

−0.1972

0.2134

0.46

Bayes

−0.0025

0.1461

 

Naïve

−0.1002

0.1510

0.30

Bayes

+0.0115

0.1621

 

Naïve

−0.0561

0.1360