Robustness of classification rules that incorporate additional information

DOI10.1016/j.csda.2007.08.017zbMath1452.62464OpenAlexW2007775897MaRDI QIDQ1023577

J. Martínez

Publication date: 12 June 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.2007.08.017

zbMATH Keywords

robustnessdiscriminant analysismisclassification probabilityorder restrictionsrestricted estimation

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Nonparametric robustness (62G35) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Robustness and adaptive procedures (parametric inference) (62F35)

Cites Work

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• Fast and robust discriminant analysis
• Parameter constraints in generalized linear latent variable models
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• Influence of observations on the misclassification probability in quadratic discriminant analysis
• Monotone Discriminant Functions and Their Applications in Rheumatology
• Alternative linear classification rules under order restrictions
• Robust linear discriminant analysis using S-estimators
• Incorporating Additional Information to Normal Linear Discriminant Rules

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