Proceedings of the Korean Statistical Society Conference (한국통계학회:학술대회논문집)

The Korean Statistical Society (한국통계학회)
권호 표지

Imputation using response probabilities

  • Kim, Jae-Kwang (Department of Statistics, Hankuk University of Foreign Studies) ;
  • Park, Hyeon-Ah (Department of Statistics, Seoul National University) ;
  • Jeon, Jong-Woo (Department of Statistics, Seoul National University)
  • Published : 2003.10.31
Download PDF
⟨ Previous Next ⟩

Abstract

In this paper, we propose a class of imputed estimators using response probability. The proposed estimator can be justified under the response probability model and thus is robust against the failure of the assumed imputation model. We also propose a variance estimator that is justified under the response probability model.

Keywords