Variational nonparametric discriminant analysis

DOI10.1016/j.csda.2019.106817OpenAlexW2965718378MaRDI QIDQ2008105

Lamiae Azizi, Weichang Yu, John T. Ormerod

Publication date: 22 November 2019

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1812.03648

zbMATH Keywords

classificationBayesian nonparametricsvariable selectionvariational inferencehigh-dimensional statisticsPólya trees

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Related Items (2)

Nonstationary Gaussian Process Discriminant Analysis With Variable Selection for High-Dimensional Functional Data ⋮ An Approximated Collapsed Variational Bayes Approach to Variable Selection in Linear Regression

Uses Software

• rda
• penalizedLDA
• PoiClaClu
• TCGAbiolinks
• ClassifyR

Cites Work

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