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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...
Autores principales: | Welch, Catherine A, Petersen, Irene, Bartlett, Jonathan W, White, Ian R, Marston, Louise, Morris, Richard W, Nazareth, Irwin, Walters, Kate, Carpenter, James |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BlackWell Publishing Ltd
2014
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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 |
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