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Multiple imputation of multiple multi-item scales when a full imputation model is infeasible

BACKGROUND: Missing data in a large scale survey presents major challenges. We focus on performing multiple imputation by chained equations when data contain multiple incomplete multi-item scales. Recent authors have proposed imputing such data at the level of the individual item, but this can lead...

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Detalhes bibliográficos
Publicado no:BMC Res Notes
Main Authors: Plumpton, Catrin O., Morris, Tim, Hughes, Dyfrig A., White, Ian R.
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4727289/
https://ncbi.nlm.nih.gov/pubmed/26809812
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13104-016-1853-5
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