Flexible clustering via extended mixtures of common \(t\)-factor analyzers
type: Item
instance of: scholarly article
title: Flexible clustering via extended mixtures of common \(t\)-factor analyzers
zbMATH Open document ID: 1443.62177
author: Wan-Lun Wang
author: Tsung-I Lin
published in: AStA. Advances in Statistical Analysis
publication date: 2018-11-12T00:00:00Z
Mathematics Subject Classification ID: 62H25
Mathematics Subject Classification ID: 62H30
zbMATH DE Number: 6976410
zbMATH Keywords: clustering
zbMATH Keywords: classification
zbMATH Keywords: factor loadings
zbMATH Keywords: mixture models
zbMATH Keywords: outlier detection
describes a project that uses: R
describes a project that uses: AS 136
MaRDI profile type: Publication
full work available at URL: s10182-016-0281-0
OpenAlex ID: W2548597511
cites work: Extending mixtures of multivariate \(t\)-factor analyzers
cites work: Q4139463
cites work: Q4298912
cites work: Mixtures of factor analysers. Bayesian estimation and inference by stochastic simulation
cites work: Model-Based Clustering, Discriminant Analysis, and Density Estimation
cites work: Q3359644
cites work: Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
cites work: Algorithm AS 136: A K-Means Clustering Algorithm
cites work: Q3713407
cites work: An introduction to variational methods for graphical models
cites work: Consistent estimation of the order of mixture models.
cites work: Multivariate T-Distributions and Their Applications
cites work: Finite mixtures of multivariate skew \(t\)-distributions: some recent and new results
cites work: Finite mixtures of canonical fundamental skew \(t\)-distributions. The unification of the restricted and unrestricted skew \(t\)-mixture models
cites work: The ECME algorithm: A simple extension of EM and ECM with faster monotone convergence
cites work: Flexible mixture modeling via the multivariate \(t\) distribution with the Box-Cox transformation: an alternative to the skew-\(t\) distribution
cites work: Q4461333
cites work: Extension of the mixture of factor analyzers model to incorporate the multivariate \(t\)-distribution
cites work: The EM Algorithm and Extensions, 2E
cites work: Modelling high-dimensional data by mixtures of factor analyzers
cites work: Finite mixture models
cites work: Maximum likelihood estimation via the ECM algorithm: A general framework
cites work: Q4363980
cites work: Q4363930
cites work: Estimating the dimension of a model
cites work: Mixtures of common factor analyzers for high-dimensional data with missing information
cites work: An efficient ECM algorithm for maximum likelihood estimation in mixtures of \(t\)-factor analyzers
cites work: A note on variational Bayesian factor analysis
DOI: 10.1007/S10182-016-0281-0
description: scientific article; zbMATH DE number 6976410