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Variable selection in the presence of missing data: resampling and imputation

In the presence of missing data, variable selection methods need to be tailored to missing data mechanisms and statistical approaches used for handling missing data. We focus on the mechanism of missing at random and variable selection methods that can be combined with imputation. We investigate a g...

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Detalhes bibliográficos
Publicado no:Biostatistics
Main Authors: Long, Qi, Johnson, Brent A.
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5156376/
https://ncbi.nlm.nih.gov/pubmed/25694614
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxv003
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