Variable Selection via Regression Trees in the Presence of Irrelevant Variables

DOI10.1080/03610918.2012.674600zbMath1272.68341OpenAlexW1993027478MaRDI QIDQ5299918

Young-Jae Chang

Publication date: 24 June 2013

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

Full work available at URL: https://doi.org/10.1080/03610918.2012.674600

zbMATH Keywords

GUIDEvariable selectionrandom forestregression tree

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

Asymptotic efficient semiparametric empirical bayes estimation of multinomial responses

Cites Work

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• Multivariate adaptive regression splines
• Controlling Variable Selection by the Addition of Pseudovariables
• Nonparametric Variable Selection: The EARTH Algorithm
• Random forests

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