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The estimation and use of predictions for the assessment of model performance using large samples with multiply imputed data

Multiple imputation can be used as a tool in the process of constructing prediction models in medical and epidemiological studies with missing covariate values. Such models can be used to make predictions for model performance assessment, but the task is made more complicated by the multiple imputat...

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Detalles Bibliográficos
Publicado en:Biom J
Main Authors: Wood, Angela M, Royston, Patrick, White, Ian R
Formato: Artigo
Idioma:Inglês
Publicado: BlackWell Publishing Ltd 2015
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC4515100/
https://ncbi.nlm.nih.gov/pubmed/25630926
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/bimj.201400004
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