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- research-articleMarch 2023
A method for comparing multiple imputation techniques: A case study on the U.S. national COVID cohort collaborative
- Elena Casiraghi,
- ,
- Rachel Wong,
- Margaret Hall,
- Ben Coleman,
- Marco Notaro,
- Michael D. Evans,
- Jena S. Tronieri,
- Hannah Blau,
- Bryan Laraway,
- Tiffany J. Callahan,
- Lauren E. Chan,
- Carolyn T. Bramante,
- John B. Buse,
- Richard A. Moffitt,
- Til Stürmer,
- Steven G. Johnson,
- Yu Raymond Shao,
- Justin Reese,
- Peter N. Robinson,
- Alberto Paccanaro,
- Giorgio Valentini,
- Jared D. Huling,
- Kenneth J. Wilkins
Journal of Biomedical Informatics (JOBI), Volume 139, Issue Chttps://doi.org/10.1016/j.jbi.2023.104295Graphical abstractDisplay Omitted
AbstractHealthcare datasets obtained from Electronic Health Records have proven to be extremely useful for assessing associations between patients’ predictors and outcomes of interest. However, these datasets often suffer from missing values in a high ...