The bias of the apparent error rate in discriminant analysis

DOI10.1093/biomet/63.2.239zbMath0331.62042OpenAlexW2067061499MaRDI QIDQ4096264

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Publication date: 1976

Published in: Biometrika (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1093/biomet/63.2.239

Mathematics Subject Classification ID

Multivariate distribution of statistics (62H10) Asymptotic distribution theory in statistics (62E20) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Related Items (11)

Optimal training sample allocation and asymptotic expansions for error rates in discriminant analysis ⋮ Assessing the performance of an allocation rule ⋮ The robust estimation of classification error rates ⋮ On Kolmogorov asymptotics of estimators of the misclassification error rate in linear discriminant analysis ⋮ A Festschrift for Geoff McLachlan ⋮ Finite-sample analysis of impacts of unlabeled data and their labeling mechanisms in linear discriminant analysis ⋮ Error rate estimation on the basis of posterior probabilities ⋮ On the sampling distribution of resubstitution and leave-one-out error estimators for linear classifiers ⋮ A note on the choice of a weighting function to give an efficient method for estimating the probability of misclassification ⋮ Additive estimators for probabilities of correct classification ⋮ The efficiency of Efron's “Bootstrap” Approach Applied to Error Rate Estimation in Discriminant Analysis

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