Influence functions and local influence in linear discriminant analysis

DOI10.1016/j.csda.2006.03.001zbMath1161.62375OpenAlexW2078192763MaRDI QIDQ1020023

Tzu-Ling Kao, Tai-Ho Wang, Yufen Huang

Publication date: 29 May 2009

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2006.03.001

zbMATH Keywords

perturbationinfluence functionlocal influencelinear discriminant analysis

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Related Items (6)

Sensitivity analysis and visualization for functional data ⋮ Influence analysis in response surface methodology ⋮ Influence analysis on the direction of optimal response ⋮ Influence analysis of non-Gaussianity by applying projection pursuit ⋮ Influence analysis with homogeneous linear restrictions ⋮ Pair-perturbation influence functions of nongaussianity by projection pursuit

Cites Work

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• Joint influence function and multicollinearity
• A new test for multivariate normality
• Some diagnostic measures in discriminant analysis
• High breakdown estimation for multiple populations with applications to discriminant analysis
• Influence in principal components analysis
• The Influence Function as an Aid in Outlier Detection in Discriminant Analysis
• The Influence Curve and Its Role in Robust Estimation
• Robust estimation and outlier detection with correlation coefficients
• The influence of observations on misclassification probability in multiple discriminant analysis
• Diagnostics in Linear Discriminant Analysis
• Identifying influential observations in discriminant analysis

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