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Semiparametric fractional imputation using empirical likelihood in survey sampling

The empirical likelihood method is a powerful tool for incorporating moment conditions in statistical inference. We propose a novel application of the empirical likelihood for handling item nonresponse in survey sampling. The proposed method takes the form of fractional imputation (Kim, 2011) but it...

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Bibliografiske detaljer
Udgivet i:Stat Theory Relat Fields
Main Authors: Chen, Sixia, Kim, Jae Kwang
Format: Artigo
Sprog:Inglês
Udgivet: 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5654594/
https://ncbi.nlm.nih.gov/pubmed/29082363
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