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Conditional Sure Independence Screening

Independence screening is powerful for variable selection when the number of variables is massive. Commonly used independence screening methods are based on marginal correlations or its variants. When some prior knowledge on a certain important set of variables is available, a natural assessment on...

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Bibliografske podrobnosti
izdano v:J Am Stat Assoc
Main Authors: Barut, Emre, Fan, Jianqing, Verhasselt, Anneleen
Format: Artigo
Jezik:Inglês
Izdano: 2016
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC5367860/
https://ncbi.nlm.nih.gov/pubmed/28360436
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2015.1092974
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