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Model selection of hierarchically structured covariates using elastic net

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Publication:502840
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DOI10.1214/16-EJS1217zbMATH Open1357.62245OpenAlexW2560758084MaRDI QIDQ502840

Heng Lian, Wenqian Qiao, Minge Xie

Publication date: 11 January 2017

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ejs/1480993454



zbMATH Keywords

variable selectiongrouping propertyhierarchical covariate treehierarchical elastic net


Mathematics Subject Classification ID

Ridge regression; shrinkage estimators (Lasso) (62J07) Linear regression; mixed models (62J05)



Related Items (4)

Nonparametric estimation of the random coefficients model: an elastic net approach ⋮ Title not available (Why is that?) ⋮ Elastic net for Cox’s proportional hazards model with a solution path algorithm ⋮ Potential application of elastic nets for shared polygenicity detection with adapted threshold selection






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