On the Effects of Dimension in Discriminant Analysis for Unequal Covariance Populations

DOI10.2307/1268588zbMath0426.62039OpenAlexW4236477509MaRDI QIDQ3862263

John W. Van Ness

Publication date: 1979

Published in: Technometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.2307/1268588

zbMATH Keywords

pattern recognitionvariable selectionlinear discriminant analysisquadratic discriminant analysisnonparametric discriminant analysiseffects of dimensionunequal covariance populations

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Pattern recognition, speech recognition (68T10)

Related Items (13)

Parametric and kernel density methods in discriminant analysis: Another comparison ⋮ Dimensionality reduction in quadratic discriminant analysis ⋮ Smoothing for Discrete Kernels in Discrimination ⋮ On cross-validation for discrete kernel estimates in discrimination ⋮ Discrimination and classification: Overview ⋮ Unnamed Item ⋮ The Euclidean distance classifier: an alternative to the linear discriminant function ⋮ Discrete kernels, loss functions and parametric models in discrete discrimination: A comparative study ⋮ Results in statistical discriminant analysis: A review of the former Soviet Union literature. ⋮ Regularization in discriminant analysis: an overview ⋮ A comparison of several biased estimators for improving the expected error rate of the sample quadratic discriminant function ⋮ Fuzzy projection pursuit density estimation by eigenvalue method ⋮ The linear and euclidean discriminant functions: a comparison v1a asymptotic expansions and simulation study

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