The information detection for the generalized additive model

DOI10.1080/00949655.2020.1774883OpenAlexW3035710259MaRDI QIDQ5036871

Wei-Ying Wu, San-Teng Huang

Publication date: 23 February 2022

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949655.2020.1774883

zbMATH Keywords

nonlinearB-splineadditive modeladaptive Lassoweighted group Lasso

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Statistics (62-XX)

Uses Software

• gamair

Cites Work

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• The Adaptive Lasso and Its Oracle Properties
• A note on adaptive group Lasso
• Generalized additive models. With discussion
• Honest variable selection in linear and logistic regression models via \(\ell _{1}\) and \(\ell _{1}+\ell _{2}\) penalization
• Adaptively weighted group Lasso for semiparametric quantile regression models
• On the adaptive elastic net with a diverging number of parameters
• Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
• Regularization and Variable Selection Via the Elastic Net
• Model Selection and Estimation in Regression with Grouped Variables

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