二项数据的贝叶斯方法及其在无回应问题中的应用

Bayesian Methods for Binomial Data with Applications to a Nonresponse Problem

Journal of the American Statistical Association · 1985
被引 6
ABS 4

中文导读

研究了使用贝塔先验分布乘积混合来估计多个二项概率的贝叶斯方法,推导了后验均值和可信区域的近似,并应用于存在严重无回应的抽样调查问题。

Abstract

In this article, Bayesian estimation methods for several binomial probabilities are studied by using a mixture of a product of beta prior distributions. Approximations to the posterior means and credible regions are derived. The results obtained are applied to a sample survey problem in which there is significant nonresponse.

贝叶斯统计计量经济学调查抽样缺失数据