The covariance adjusted location linear discriminant function for classifying data with unequal dispersion matrices in different locations

DOI10.1023/A:1003517226502zbMath0912.62070OpenAlexW2076560579MaRDI QIDQ1280556

Chi-Ying Leung

Publication date: 26 May 1999

Published in: Annals of the Institute of Statistical Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1023/a:1003517226502

zbMATH Keywords

covariance adjustmentheteroscedastic conditional dispersion matriceslocation linear discriminant functionoverall expected error rate

Mathematics Subject Classification ID

Asymptotic distribution theory in statistics (62E20) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Related Items (4)

The effect of across-location heteroscedasticity on the classification of mixed categorical and continuous data ⋮ Error rates in classification consisting of discrete and continuous variables in the presence of covariates ⋮ Regularized classification for mixed continuous and categorical variables under across-location heteroscedasticity ⋮ PERFORMANCE OF THE LOCATION LINEAR DISCRIMINANT FUNCTION UNDER ACROSS-LOCATION HETEROSCEDASTICITY

Uses Software

• GLIM

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