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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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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Wiley Interdiscip Rev Comput Stat
Prif Awduron: Zhao, Yize, Long, Qi
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2017
Pynciau:
Mynediad Ar-lein: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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