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http://dx.doi.org/10.5351/KJAS.2009.22.2.403

A Small Area Estimation for Monthly Wage Using Mean Squared Percentage Error  

Hwang, Hee-Jin (Department of Statistics, Hankuk University of Foreign Studies)
Shin, Key-Il (Department of Statistics, Hankuk University of Foreign Studies)
Publication Information
The Korean Journal of Applied Statistics / v.22, no.2, 2009 , pp. 403-414 More about this Journal
Abstract
Many researches have been devoted to the small area estimation related with the area level statistics. Almost all of the small area estimation methods are derived based on minimization of mean squared error(MSE). Recently Hwang and Shin (2008) suggested an alternative small area estimation method by minimizing mean squared percentage error. In this paper we apply this small area estimation method to the labor statistics, especially monthly wages by a branch area of labor department. The Monthly Labor Survey data (2007) is used for analysis and comparison of these methods.
Keywords
Small area statistics; spatial statistics; shrinkage estimator; spatial regression estimator;
Citations & Related Records
Times Cited By KSCI : 6  (Citation Analysis)
연도 인용수 순위
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