Discussion about ``Grouping strategies and thresholding for high dimensional linear models

DOI10.1016/j.jspi.2013.03.002zbMath1432.62102OpenAlexW1983388531MaRDI QIDQ394556

Bin Yu, Julien Mairal

Publication date: 27 January 2014

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jspi.2013.03.002

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Nonparametric regression and quantile regression (62G08) Estimation in multivariate analysis (62H12) Linear regression; mixed models (62J05)

Cites Work

• Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models
• The composite absolute penalties family for grouped and hierarchical variable selection