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Sparse Regression by Projection and Sparse Discriminant Analysis

Recent years have seen active developments of various penalized regression methods, such as LASSO and elastic net, to analyze high dimensional data. In these approaches, the direction and length of the regression coefficients are determined simultaneously. Due to the introduction of penalties, the l...

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Détails bibliographiques
Publié dans:J Comput Graph Stat
Auteurs principaux: Qi, Xin, Luo, Ruiyan, Carroll, Raymond J., Zhao, Hongyu
Format: Artigo
Langue:Inglês
Publié: 2014
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4560121/
https://ncbi.nlm.nih.gov/pubmed/26345204
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10618600.2014.907094
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