A concentration study of principal components

DOI10.1080/02664760500163664zbMath1121.62329OpenAlexW1983729244MaRDI QIDQ3592049

Jacques Bénasséni

Publication date: 11 September 2007

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664760500163664

zbMATH Keywords

sensitivityprincipal component analysisinfluence functionLorenz curveGini index of concentration

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items

A concentration approach to sensitivity studies in statistical estimation problems

Cites Work

• Effects of observations on the eigensystem of a sample covariance matrix
• Principal component analysis.
• Effects on the eigenstructure of a data matrix when deleting an observation
• Sensitivity analysis in principal component analysis:influence on the subspace spanned by principal components.
• Influence in principal components analysis
• The Influence Curve and Its Role in Robust Estimation
• Exact Principal Component Influence Measures Applied to the Analysis of Spectroscopic Data on Rice
• Local influence in principal components analysis
• Principal component analysis based on robust estimators of the covariance or correlation matrix: influence functions and efficiencies
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