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A TWO-STEP SEMIPARAMETRIC METHOD TO ACCOMMODATE SAMPLING WEIGHTS IN MULTIPLE IMPUTATION

Multiple imputation (MI) is a well-established method to handle item-nonresponse in sample surveys. Survey data obtained from complex sampling designs often involve features that include unequal probability of selection. MI requires imputation to be congenial, that is, for the imputations to come fr...

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Bibliografiske detaljer
Udgivet i:Biometrics
Main Authors: Zhou, Hanzhi, Elliott, Michael R., Raghunathan, Trviellore E.
Format: Artigo
Sprog:Inglês
Udgivet: 2015
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6058975/
https://ncbi.nlm.nih.gov/pubmed/26393409
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12413
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