Bayesian Optimal Sample Design for Surveys with Heteroscedasticity

Jonathan Mendelson, Michael R. Elliott

We develop a Bayesian optimal sample allocation approach for stratified sampling in heteroscedastic populations. Existing optimal allocation theory typically assumes knowledge of c…