Nonresponse Adjusted Raking Ratio Estimation

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초록

A nonresponse adjusted raking ratio estimator that consists of weighting adjustment using estimated response probability and raking procedure is often used to reduce the nonresponse bias and keep the calibration property of the estimator. We investigated asymptotic properties of nonresponse adjusted raking ratio estimator and proposed a variance estimator. A simulation study is used to examine the performance of suggested estimators.

키워드

raking ratio estimator; logistic regression; propensity score; nonresponse; regression estimator
제목
Nonresponse Adjusted Raking Ratio Estimation
저자
Park, Mingue
DOI
10.5351/CSAM.2015.22.6.655
발행일
2015-11
유형
Article
저널명
Communications for Statistical Applications and Methods
권
22
호
6
페이지
655 ~ 664