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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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Detalles Bibliográficos
Autores principales: Kontopantelis, Evangelos, White, Ian R., Sperrin, Matthew, Buchan, Iain
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5220613/
https://www.ncbi.nlm.nih.gov/pubmed/28068910
http://dx.doi.org/10.1186/s12874-016-0281-5