Optimal sampling design under the Response Homogeneous Group response mechanism-A prediction approach

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초록

An optimal strategy of design and estimator is suggested under the regression superpopulation model and Response Homogeneous Group (RHG) response mechanism. We derived the Best Linear Model Unbiased Estimator (BLMUE) of the population under the assumed model and response mechanism. We also give the conditions under which the BMLUE has the smallest variance. We perform a small simulation study to compare the several strategies including the suggested one in this paper. (C) 2016 The Korean Statistical Society. Published by Elsevier B.V. All rights reserved.

키워드

Model-based approachResponse Homogeneity GroupOptimal sampling designNonresponse
제목
Optimal sampling design under the Response Homogeneous Group response mechanism-A prediction approach
저자
Lee, InguePark, Mingue
DOI
10.1016/j.jkss.2016.09.001
발행일
2017-03
유형
Article
저널명
Journal of the Korean Statistical Society
46
1
페이지
137 ~ 145