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CRANpgmmMaRDI QIDQ101514

Parsimonious Gaussian Mixture Models

Aisha Elsherbiny, Thomas Brendan Murphy, Paul David McNicholas, Aaron F. McDaid

Last update: 25 September 2023

Copyright license: GNU General Public License, version 3.0, GNU General Public License, version 2.0

Software version identifier: 1.2.6, 1.0, 1.1, 1.2.1, 1.2.2, 1.2.3, 1.2.4, 1.2.5, 1.2.6, 1.2, 1.2.7

Description

Carries out model-based clustering or classification using parsimonious Gaussian mixture models. McNicholas and Murphy (2008) <doi:10.1007/s11222-008-9056-0>, McNicholas (2010) <doi:10.1016/j.jspi.2009.11.006>, McNicholas and Murphy (2010) <doi:10.1093/bioinformatics/btq498>, McNicholas et al. (2010) <doi:10.1016/j.csda.2009.02.011>.

Cites work

• Parsimonious Gaussian mixture models
• Model-based classification using latent Gaussian mixture models
• Model-based clustering of microarray expression data via latent Gaussian mixture models
• Serial and parallel implementations of model-based clustering via parsimonious Gaussian mixture models

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