Robust probabilistic PCA with missing data and contribution analysis for outlier detection
type: Item
instance of: scholarly article
title: Robust probabilistic PCA with missing data and contribution analysis for outlier detection
zbMATH Open document ID: 1453.62067
author: Tao Chen
author: Elaine B. Martin
author: Gary Montague
published in: Computational Statistics and Data Analysis
publication date: 2010-04-01T00:00:00Z
full work available at URL: tchen09-csda.pdf
Mathematics Subject Classification ID: 62-08
Mathematics Subject Classification ID: 62F35
Mathematics Subject Classification ID: 62H25
zbMATH DE Number: 5689127
Wikidata QID: Q66622084
describes a project that uses: BayesDA
describes a project that uses: ROBPCA
MaRDI profile type: Publication
OpenAlex ID: W2126111600
cites work: Exploring multivariate data with the forward search.
cites work: Q4302491
cites work: Robust Procedures in Multivariate Analysis I: Robust Covariance Estimation
cites work: Probability Density Estimation via an Infinite Gaussian Mixture Model: Application to Statistical Process Monitoring
cites work: Principal component analysis based on robust estimators of the covariance or correlation matrix: influence functions and efficiencies
cites work: Q4139463
cites work: Robust Estimation of Dispersion Matrices and Principal Components
cites work: Robust Statistics
cites work: A robust principal component analysis
cites work: Principal component analysis.
cites work: Multivariate T-Distributions and Their Applications
cites work: Projection-Pursuit Approach to Robust Dispersion Matrices and Principal Components: Primary Theory and Monte Carlo
cites work: Q3816821
cites work: ML estimation of the multivariate \(t\) distribution and the EM algorithm
cites work: Q4227812
cites work: Robust recursive estimation in the presence of heavy-tailed observation noise
cites work: Probabilistic Principal Component Analysis
cites work: Q5561562
DBLP publication ID: journals/csda/ChenMM09
DOI: 10.1016/J.CSDA.2009.03.014
description: scientific article; zbMATH DE number 5689127