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Synthetic Multiple-Imputation Procedure for Multistage Complex Samples

Multiple imputation (MI) is commonly used when item-level missing data are present. However, MI requires that survey design information be built into the imputation models. For multistage stratified clustered designs, this requires dummy variables to represent strata as well as primary sampling unit...

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Bibliografiske detaljer
Udgivet i:J Off Stat
Main Authors: Zhou, Hanzhi, Elliott, Michael R., Raghunathan, Trivellore E.
Format: Artigo
Sprog:Inglês
Udgivet: 2016
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5542708/
https://ncbi.nlm.nih.gov/pubmed/28781418
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1515/JOS-2016-0011
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