ABSTRACT 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.

中文翻译：

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总体中位数的非参数贝叶斯和经验贝叶斯估计，在有限总体抽样中的应用

摘要 Dirichlet 过程先验提供了总体中位数的非参数贝叶斯和经验贝叶斯估计量。有限总体抽样用于估计狄利克雷过程先验下的有限总体中位数。估计量的渐近性质是从频率论的角度获得的。