Bayesian estimation for misclassification rate in linear discriminant analysis

DOI10.1007/s42081-021-00139-7zbMath1478.62183OpenAlexW3201366567MaRDI QIDQ2068937

Akio Suzukawa, Koshiro Yonenaga

Publication date: 20 January 2022

Published in: Japanese Journal of Statistics and Data Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s42081-021-00139-7

zbMATH Keywords

misclassification ratepredictive distributioniris dataBayesian discriminant analysis

Mathematics Subject Classification ID

Multivariate distribution of statistics (62H10) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian inference (62F15)

Cites Work

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• Singular inverse Wishart distribution and its application to portfolio theory
• Properties of the singular, inverse and generalized inverse partitioned Wishart distributions
• Wishart and pseudo-Wishart distributions and some applications to shape theory
• Singular Wishart and multivariate beta distributions
• Distribution of the product of a singular Wishart matrix and a normal vector
• The Random-Effects Model in Discriminant Analysis
• Normal Variance-Mean Mixtures and z Distributions
• Bayesian Minimum Mean-Square Error Estimation for Classification Error—Part II: Linear Classification of Gaussian Models
• Discriminant analysis in small and large dimensions
• On the product of a singular Wishart matrix and a singular Gaussian vector in high dimension
• Estimation Associated with Linear Discriminants
• An Asymptotic Expansion for the Distribution of the Linear Discriminant Function
• The bootstrap and Edgeworth expansion

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