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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Dades bibliogràfiques
Publicat a:Stat Med
Autors principals: Welch, Catherine A, Petersen, Irene, Bartlett, Jonathan W, White, Ian R, Marston, Louise, Morris, Richard W, Nazareth, Irwin, Walters, Kate, Carpenter, James
Format: Artigo
Idioma:Inglês
Publicat: BlackWell Publishing Ltd 2014
Matèries:
Research Articles
Accés en línia: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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