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http://dx.doi.org/10.5351/KJAS.2002.15.1.119

Hierachical Bayes Estimation of Small Area Means in Repeated Survey  

김달호 (경북대학교 자연과학대학 통계학과)
김남희 (경북도청 기획관실)
Publication Information
The Korean Journal of Applied Statistics / v.15, no.1, 2002 , pp. 119-128 More about this Journal
Abstract
In this paper, we consider the HB estimators of small area means with repeated survey. mao and Yu(1994) considered small area model with repeated survey data and proposed empirical best linear unbiased estimators. We propose a hierachical Bayes version of Rao and Yu by assigning prior distributions for unknown hyperparameters. We illustrate our HB estimator using very popular data in small area problem and then compare the results with the estimator of Census Bureau and other estimators previously proposed.
Keywords
Small area estimation; Hierachical Bayes model; Gibbs sampler; Reapeated survey;
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