Degeneracy of the EM algorithm for the MLE of multivariate Gaussian mixtures and dynamic constraints
type: Item
instance of: scholarly article
title: Degeneracy of the EM algorithm for the MLE of multivariate Gaussian mixtures and dynamic constraints
zbMATH Open document ID: 1328.65030
author: Salvatore Ingrassia
author: Roberto Rocci
published in: Computational Statistics and Data Analysis
publication date: 2016-01-12T00:00:00Z
Mathematics Subject Classification ID: 65C60
Mathematics Subject Classification ID: 62H30
Mathematics Subject Classification ID: 62F10
zbMATH DE Number: 6528953
zbMATH Keywords: mixture models
zbMATH Keywords: EM algorithm
zbMATH Keywords: degeneracy
zbMATH Keywords: dynamic constraints
describes a project that uses: PARVUS
MaRDI profile type: Publication
full work available at URL: j.csda.2010.10.026
OpenAlex ID: W2073160795
cites work: Degeneracy in the maximum likelihood estimation of univariate Gaussian mixtures with EM.
cites work: Inference for multivariate normal mixtures
cites work: Estimating the components of a mixture of normal distributions
cites work: Q4139463
cites work: A constrained formulation of maximum-likelihood estimation for normal mixture distributions
cites work: A likelihood-based constrained algorithm for multivariate normal mixture models
cites work: Constrained monotone EM algorithms for finite mixture of multivariate Gaussians
cites work: The EM Algorithm and Extensions, 2E
cites work: A computational strategy for doubly smoothed MLE exemplified in the normal mixture model
cites work: On the convergence properties of the EM algorithm
DOI: 10.1016/J.CSDA.2010.10.026
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description: scientific article; zbMATH DE number 6528953