Variable Selection in Data Mining

DOI10.1198/016214504000000287zbMath1117.62335OpenAlexW1651356620MaRDI QIDQ5754732

Dean P. Foster, Robert A. Stine

Publication date: 20 August 2007

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1198/016214504000000287

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (10)

Model-Free Variable Selection ⋮ Decision-making, risk and corporate governance: a critique of methodological issues in bankruptcy/recovery prediction models ⋮ Variational learning of a Dirichlet process of generalized Dirichlet distributions for simultaneous clustering and feature selection ⋮ A novel group VIF regression for group variable selection with application to multiple change-point detection ⋮ Robust VIF regression with application to variable selection in large data sets ⋮ Parallel maximum likelihood estimator for multiple linear regression models ⋮ A novel Bayesian approach for variable selection in linear regression models ⋮ A simple forward selection procedure based on false discovery rate control ⋮ Feasibility as a mechanism for model identification and validation ⋮ Sobol Sensitivity: A Strategy for Feature Selection

Uses Software

• C4.5

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