Influential subsets on the variable selection

DOI10.1080/03610920008832487zbMath1017.62065OpenAlexW2056774629MaRDI QIDQ4550637

Soonyoung Hwang, Choongrak Kim

Publication date: 1 September 2003

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610920008832487

zbMATH Keywords

influential observationsmasking effects

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Diagnostics, and linear inference and regression (62J20)

Related Items

High leverage points and vertical outliers resistant model selection in regression ⋮ APPLIED REGRESSION ANALYSIS BIBLIOGRAPHY UPDATE 2000–2001 ⋮ Subset selection in multiple linear regression in the presence of outlier and multicollinearity ⋮ Cook's distance in local polynomial regression ⋮ A MORE GENERAL CRITERION FOR SUBSET SELECTION IN MULTIPLE LINEAR REGRESSION ⋮ A MORE GENERAL CRITERION FOR SUBSET SELECTION IN MULTIPLE LINEAR REGRESSION

Uses Software

• alr3

Cites Work

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• The Little Bootstrap and Other Methods for Dimensionality Selection in Regression: X-Fixed Prediction Error
• Detection of Influential Observation in Linear Regression
• Reference values for cook's distance
• Local influence and replacement measure
• Linear Model Selection by Cross-Validation
• Mean Square Error of Prediction as a Criterion for Selecting Variables
• Some Comments on C P