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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...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:J Comput Graph Stat
Hauptverfasser: Qi, Xin, Luo, Ruiyan, Carroll, Raymond J., Zhao, Hongyu
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2014
Schlagworte:
Online Zugang: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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