The influence of observations on misclassification probability estimates in linear discriminant analysis

DOI10.1093/biomet/78.3.677zbMath1193.62104OpenAlexW2096693255MaRDI QIDQ3580514

Frank Critchley, Cecilia Vitiello

Publication date: 13 August 2010

Published in: Biometrika (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1093/biomet/78.3.677

Mathematics Subject Classification ID

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

Related Items (19)

Robust linear discriminant analysis using S-estimators ⋮ Diagnostics Analysis and Perturbations in a Clustered Sampling Model ⋮ Detecting influential observations for estimated probabilities in multiple discriminant analysis ⋮ Influence diagnostics in multiple discriminant analysis ⋮ Local influence analysis of the 2PL IRT model for binary responses ⋮ Robust canonical discriminant analysis ⋮ Robust estimators under a functional common principal components model ⋮ Error analysis of classification learning algorithms based on LUMs loss ⋮ Logistic discrimination using robust estimators: An influence function approach ⋮ The influence of observations on misclassification probability in multiple discriminant analysis ⋮ Robust discrimination under a hierarchy on the scatter matrices ⋮ Identification of Influential Cases in Kernel Fisher Discriminant Analysis ⋮ Variable selection in discriminant analysis: measuring the influence of individual cases. ⋮ Identifying influential observations in logistic discriminant analysis ⋮ Influence Analysis on Discriminant Coordinates ⋮ On the equivalence of two diagnostic measures in discriminant analysis ⋮ Influence of observations on the misclassification probability in quadratic discriminant analysis ⋮ Partial influence functions ⋮ Influence measures for CART classification trees

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