Imputation of clinical covariates in time series

Abstract Missing data is a common problem in longitudinal datasets which include multiple instances of the same individual observed at different points in time. We introduce a new approach, MedImpute, for imputing missing clinical covariates in multivariate panel data. This approach i...

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Bibliographic Details
Main Authors: Bertsimas, Dimitris, Orfanoudaki, Agni, Pawlowski, Colin
Other Authors: Massachusetts Institute of Technology. Operations Research Center
Format: Article
Language:English
Published: Springer US 2021
Online Access:https://hdl.handle.net/1721.1/131956