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A comparison of strategies for selecting auxiliary variables for multiple imputation

Multiple imputation (MI) is a popular method for handling missing data. Auxiliary variables can be added to the imputation model(s) to improve MI estimates. However, the choice of which auxiliary variables to include is not always straightforward. Several data‐driven auxiliary variable selection str...

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Detalhes bibliográficos
Publicado no:Biom J
Main Authors: Mainzer, Rheanna M., Nguyen, Cattram D., Carlin, John B., Moreno‐Betancur, Margarita, White, Ian R., Lee, Katherine J.
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2024
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7615727/
https://ncbi.nlm.nih.gov/pubmed/38285405
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/bimj.202200291
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