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Assessment of predictive performance in incomplete data by combining internal validation and multiple imputation

BACKGROUND: Missing values are a frequent issue in human studies. In many situations, multiple imputation (MI) is an appropriate missing data handling strategy, whereby missing values are imputed multiple times, the analysis is performed in every imputed data set, and the obtained estimates are pool...

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Détails bibliographiques
Publié dans:BMC Med Res Methodol
Auteurs principaux: Wahl, Simone, Boulesteix, Anne-Laure, Zierer, Astrid, Thorand, Barbara, Avan de Wiel, Mark
Format: Artigo
Langue:Inglês
Publié: BioMed Central 2016
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Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5080703/
https://ncbi.nlm.nih.gov/pubmed/27782817
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12874-016-0239-7
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