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Variational nonparametric discriminant analysis

  • Published:2020-02 Issue: Volume:142 Page:106817
  • ISSN:0167-9473
  • Container-title:Computational Statistics & Data Analysis
  • language:en
  • Short-container-title:Computational Statistics & Data Analysis

Author:

Yu WeichangORCID,Azizi Lamiae,Ormerod John T.ORCID

Funder

Australian Postgraduate Award

Australian Research Council

Publisher

Elsevier BV

Subject

Applied Mathematics,Computational Theory and Mathematics,Computational Mathematics,Statistics and Probability

Reference49 articles.

1. Handbook of Mathematical Functions;Abramowitz,2002

2. Feature selection in omics prediction problems using CAT score and false discovery rate control;Ahdesmäki;Ann. Appl. Stat.,2010

3. Summarizing and correcting the GC content bias in high-throughput sequencing;Benjamini;Nucleic Acids Res.,2012

4. Bayesian and conditional frequentist testing of a parametric model versus nonparametric alternatives;Berger;J. Amer. Statist. Assoc.,2001

5. Some theory for Fisher’s linear discriminant function, ‘Naive Bayes’ and some alternatives when there are many more variables than observations;Bickel;Bernoulli,2004

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. An Approximated Collapsed Variational Bayes Approach to Variable Selection in Linear Regression;Journal of Computational and Graphical Statistics;2023-02-06

2. Nonstationary Gaussian Process Discriminant Analysis With Variable Selection for High-Dimensional Functional Data;Journal of Computational and Graphical Statistics;2022-09-14

3. Variational Autoencoders;Elements of Dimensionality Reduction and Manifold Learning;2022-08-08
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