Sparse structure selection and estimation

DOI10.1080/03610918.2017.1408824OpenAlexW2772294641MaRDI QIDQ5085927

Fengrong Wei

Publication date: 30 June 2022

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2017.1408824

zbMATH Keywords

additive modelsparse structureacross and within variables

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Multivariate analysis (62H99) Nonparametric estimation (62G05)

Cites Work

• Nearly unbiased variable selection under minimax concave penalty
• The Adaptive Lasso and Its Oracle Properties
• Variable selection in nonparametric additive models
• A practical guide to splines
• Least angle regression. (With discussion)
• Functional sparsity: global versus local
• A group bridge approach for variable selection
• Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
• Jackknife Empirical Likelihood Test for Equality of Two High Dimensional Means
• Regularization and Variable Selection Via the Elastic Net
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