A Note on Collinearity Diagnostics and Centering

DOI10.1080/00031305.2016.1264312OpenAlexW2565350639MaRDI QIDQ5882519

Santiago Velilla

Publication date: 17 March 2023

Published in: The American Statistician (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00031305.2016.1264312

zbMATH Keywords

condition numbersmultiple linear regressionvariance inflation factorsnormalized linear combinations

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items

Comment on “A Note on Collinearity Diagnostics and Centering” by Velilla (2018), Reply, MCVIS: A New Framework for Collinearity Discovery, Diagnostic, and Visualization, Diagnosis and quantification of the non-essential collinearity, Comment on “A Note on Collinearity Diagnostics and Centering” by Velilla (2018)

Uses Software

• car
• alr3
• perturb
• alr4

Cites Work

• Collinearity and least squares regression
• Revision: variance inflation in regression
• Anomalies in the Foundations of Ridge Regression
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item