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Variable Selection in the Presence of Missing Data: Imputation-based Methods

Variable selection plays an essential role in regression analysis as it identifies important variables that associated with outcomes and is known to improve predictive accuracy of resulting models. Variable selection methods have been widely investigated for fully observed data. However, in the pres...

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Detalhes bibliográficos
Publicado no:Wiley Interdiscip Rev Comput Stat
Main Authors: Zhao, Yize, Long, Qi
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5659333/
https://ncbi.nlm.nih.gov/pubmed/29085552
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/wics.1402
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