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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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Detalles Bibliográficos
Autores principales: Welch, Catherine A, Petersen, Irene, Bartlett, Jonathan W, White, Ian R, Marston, Louise, Morris, Richard W, Nazareth, Irwin, Walters, Kate, Carpenter, James
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BlackWell Publishing Ltd 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4285297/
https://www.ncbi.nlm.nih.gov/pubmed/24782349
http://dx.doi.org/10.1002/sim.6184