Variational nonparametric discriminant analysis
type: Item
instance of: scholarly article
title: Variational nonparametric discriminant analysis
author: Weichang Yu
author: Lamiae Azizi
author: John T. Ormerod
published in: Computational Statistics and Data Analysis
publication date: 2019-11-22T00:00:00Z
full work available at URL: https://arxiv.org/abs/1812.03648
Mathematics Subject Classification ID: 62-08
Mathematics Subject Classification ID: 62H30
zbMATH DE Number: 7135532
zbMATH Keywords: variational inference
zbMATH Keywords: Bayesian nonparametrics
zbMATH Keywords: Pólya trees
zbMATH Keywords: classification
zbMATH Keywords: variable selection
zbMATH Keywords: high-dimensional statistics
describes a project that uses: rda
describes a project that uses: penalizedLDA
describes a project that uses: PoiClaClu
describes a project that uses: TCGAbiolinks
describes a project that uses: ClassifyR
MaRDI profile type: Publication
OpenAlex ID: W2965718378
cites work: Feature selection in omics prediction problems using cat scores and false nondiscovery rate control
cites work: Bayesian and Conditional Frequentist Testing of a Parametric Model Versus Nonparametric Alternatives
cites work: Some theory for Fisher's linear discriminant function, `naive Bayes', and some alternatives when there are many more variables than observations
cites work: Discreteness of Ferguson selections
cites work: Q5538617
cites work: Bayesian linear regression with sparse priors
cites work: Bayesian nonparametric \(k\)-sample tests for censored and uncensored data
cites work: Bayesian nonparametric multiple testing
cites work: High-dimensional classification using features annealed independence rules
cites work: A Selective Overview of Variable Selection in High Dimensional Feature Space (Invited Review Article)
cites work: A Bayesian nonparametric approach to testing for dependence between random variables
cites work: Model-Based Clustering, Discriminant Analysis, and Density Estimation
cites work: A probability for classification based on the Dirichlet process mixture model
cites work: Q4818529
cites work: The Number of Partitions of a Set
cites work: Bayesian nonparametric classification for spectroscopy data
cites work: On nonparametric discrimination using density differences
cites work: Inference for Mixtures of Finite Polya Tree Models
cites work: Modeling Regression Error With a Mixture of Polya Trees
cites work: Two-sample Bayesian nonparametric hypothesis testing
cites work: Discrimination and Classification Using Both Binary and Continuous Variables
cites work: Some aspects of Pólya tree distributions for statistical modelling
cites work: Coupling Optional Pólya Trees and the Two Sample Problem
cites work: Exact mean integrated squared error
cites work: Polya trees and random distributions
cites work: Q4863621
cites work: Q3174110
cites work: Class prediction by nearest shrunken centroids, with applications to DNA microarrays.
cites work: Classification and clustering of sequencing data using a Poisson model
cites work: Penalized Classification using Fisher’s Linear Discriminant
cites work: Spatially Dependent Polya Tree Modeling for Survival Data
DOI: 10.1016/J.CSDA.2019.106817
description: scientific article; zbMATH DE number 7135532