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Outcome-sensitive multiple imputation: a simulation study

BACKGROUND: Multiple imputation is frequently used to deal with missing data in healthcare research. Although it is known that the outcome should be included in the imputation model when imputing missing covariate values, it is not known whether it should be imputed. Similarly no clear recommendatio...

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Detalhes bibliográficos
Publicado no:BMC Med Res Methodol
Main Authors: Kontopantelis, Evangelos, White, Ian R., Sperrin, Matthew, Buchan, Iain
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2017
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5220613/
https://ncbi.nlm.nih.gov/pubmed/28068910
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12874-016-0281-5
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