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http://dx.doi.org/10.5351/KJAS.2003.16.1.033

A Study on Auxiliary Variable Selection in Unit Nonresponse Calibration  

손창균 (동신대학교 컴퓨터학과)
홍기학 (동신대학교 컴퓨터학과)
이기성 (우석대학교 전산통계학과)
Publication Information
The Korean Journal of Applied Statistics / v.16, no.1, 2003 , pp. 33-44 More about this Journal
Abstract
Typically, it should be use auxiliary variable for calibrating the survey nonreponse in census or sampling survey. Where, if the dimension of auxiliary information is large, then it nay be spend a lot of computing time, and difficult to handle data set. Also because the variance estimator depends on the dimension of auxiliary variables, the variance estimator becomes underestimator. To deal with this problem, we propose the variable selection methods for calibration estimation procedure in unit nonreponse situation and we compare the efficiency by simulation study.
Keywords
Unit Nonresponse; Auxiliary Information; Calibration Estimator; Regression Estimator; Variable Selection;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
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