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Selecting the model for multiple imputation of missing data: Just use an IC!

Multiple imputation and maximum likelihood estimation (via the expectation‐maximization algorithm) are two well‐known methods readily used for analyzing data with missing values. While these two methods are often considered as being distinct from one another, multiple imputation (when using improper...

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Detalles Bibliográficos
Autores principales: Noghrehchi, Firouzeh, Stoklosa, Jakub, Penev, Spiridon, Warton, David I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8248419/
https://www.ncbi.nlm.nih.gov/pubmed/33629367
http://dx.doi.org/10.1002/sim.8915