A stacked approach for chained equations multiple imputation incorporating the substantive model

Multiple imputation by chained equations (MICE) has emerged as a popular approach for handling missing data. A central challenge for applying MICE is determining how to incorporate outcome information into covariate imputation models, particularly for complicated outcomes. Often, we have a particula...

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Bibliographic Details
Main Authors: Beesley, L.J (Author), Taylor, J.M.G (Author)
Format: Article
Language:English
Published: John Wiley and Sons Inc 2021
Subjects:
Online Access:View Fulltext in Publisher