Detection of Multiple Influential Cases in Principal Component Analysis: A Graphical Technique

DOI10.1081/SAC-120017503zbMath1075.62572OpenAlexW2067662782MaRDI QIDQ4707020

Baibing Li, Elaine B. Martin, A. Julian Morris

Publication date: 4 June 2003

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

Full work available at URL: https://doi.org/10.1081/sac-120017503

zbMATH Keywords

Graphical technique, Influence analysis, Principal component analysis

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Graphical methods in statistics (62A09)

Related Items (1)

Using conditional bias in principal component analysis for the evaluation of joint influence on the eigenvalues of the covariance matrix

Cites Work

• Unnamed Item
• Influence in principal components analysis
• Robust Estimation of Dispersion Matrices and Principal Components
• The Influence Curve and Its Role in Robust Estimation
• Local influence in principal components analysis
• A GRAPHICAL TECHNIQUE FOR DETECTING INFLUENTIAL CASES IN REGRESSION ANALYSIS
• More on local influence in pllincipal components analysis
• Robust Statistics

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