Nonparametric Bayes and empirical Bayes estimation of the population median, with application in finite-population sampling
Malay Ghosh, Jiyoun Myung, P. G. Sankaran · Mathematical Population Studies · 2018
Nonparametric Bayes and empirical Bayes estimators of the population median are provided under Dirichlet process priors. The finite-population sampling is used to estimate the finite-population median under Dirichlet process priors. The asymptotic properties of the estimators are obtained from a frequentist perspective.