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Selected Works of Jae Kwang Kim
Article
Imputation using response probability
The Canadian Journal of Statistics (2006)
  • Jae Kwang Kim, Yonsei University
  • Hyeonah Park, Seoul National University
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Abstract
The authors propose a new ratio imputation method using response probability. Their estimator can be justified either under the response model or under the imputation model; it is thus doubly protected against the failure of either of these models. The authors also propose a variance estimator that can be justified under the two models. Their methodology is applicable whether the response probabilities are estimated or known. A small simulation study illustrates their technique.
Keywords
  • Nonresponse,
  • Survey sampling,
  • Variance estimation
Disciplines
Publication Date
2006
DOI
10.1002/cjs.5550340112
Publisher Statement
Copyright 2006 The Statistical Society of Canada
Citation Information
Jae Kwang Kim and Hyeonah Park. "Imputation using response probability" The Canadian Journal of Statistics Vol. 34 Iss. 1 (2006) p. 171 - 182
Available at: http://works.bepress.com/jae-kwang-kim/2/