Evaluation of two-fold fully conditional specification multiple imputation for longitudinal electronic health record data

Most implementations of multiple imputation (MI) of missing data are designed for simple rectangular data structures ignoring temporal ordering of data. Therefore, when applying MI to longitudinal data with intermittent patterns of missing data, some alternative strategies must be considered. One ap...

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發表在:Stat Med
Main Authors: Welch, Catherine A, Petersen, Irene, Bartlett, Jonathan W, White, Ian R, Marston, Louise, Morris, Richard W, Nazareth, Irwin, Walters, Kate, Carpenter, James
格式: Artigo
語言:Inglês
出版: BlackWell Publishing Ltd 2014
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Research Articles
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC4285297/
https://ncbi.nlm.nih.gov/pubmed/24782349
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.6184
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