Comparison of Bayesian and frequentist methods for prevalence estimation under misclassification.

The Bayesian prevalence estimation method should be prefered over traditional frequentist methods. An acceptable alternative is to combine the Rogan-Gladen point estimate with the Lang-Reiczigel confidence interval.