On model-based clustering of skewed matrix data
type: Item
instance of: scholarly article
title: On model-based clustering of skewed matrix data
zbMATH Open document ID: 1395.62165
author: Volodymyr Melnykov
author: Xuwen Zhu
published in: Journal of Multivariate Analysis
publication date: 2018-08-16T00:00:00Z
Mathematics Subject Classification ID: 62H30
zbMATH DE Number: 6919550
zbMATH Keywords: cluster analysis
zbMATH Keywords: matrix transformation
zbMATH Keywords: mixture model
zbMATH Keywords: skewness
describes a project that uses: mclust
MaRDI profile type: Publication
full work available at URL: j.jmva.2018.04.007
OpenAlex ID: W2800188602
cites work: Q3696308
cites work: Q5393150
cites work: Model-Based Gaussian and Non-Gaussian Clustering
cites work: Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models
cites work: Maximum Likelihood Estimation of the Multivariate Normal Mixture Model
cites work: Q5538617
cites work: A mixture of generalized hyperbolic distributions
cites work: Multivariate mixture modeling using skew-normal independent distributions
cites work: Matrix variate skew normal distributions
cites work: Design and Analysis of Experiments
cites work: Q4139463
cites work: The plane with parallel coordinates
cites work: Discrete Parameter Variation: Efficient Estimation of a Switching Regression Model
cites work: Q4231184
cites work: Model-based clustering and classification with non-normal mixture distributions
cites work: On mixtures of skew normal and skew \(t\)-distributions
cites work: Maximum likelihood estimation for multivariate skew normal mixture models
cites work: Flexible mixture modelling using the multivariate skew-\(t\)-normal distribution
cites work: Finite mixture models
cites work: Model-based biclustering of clickstream data
cites work: A Simplex Method for Function Minimization
cites work: Clustering with the multivariate normal inverse Gaussian distribution
cites work: Mixture Densities, Maximum Likelihood and the EM Algorithm
cites work: Estimating the dimension of a model
cites work: Finite mixtures of matrix normal distributions for classifying three-way data
cites work: Model based clustering for three-way data structures
cites work: Manly transformation in finite mixture modeling
DOI: 10.1016/J.JMVA.2018.04.007
description: scientific article; zbMATH DE number 6919550