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mcgfa (version 2.2.1)

Mixtures of Contaminated Gaussian Factor Analyzers

Description

Clustering and classification using the Mixtures of Contaminated Gaussian Factor Analyzers model. Allows for automatic detection of outliers and noise. Punzo, A, Blostein, M, McNicholas, PD (2017) .

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Version

Install

install.packages('mcgfa')

Monthly Downloads

31

Version

2.2.1

License

GPL (>= 2)

Maintainer

Martin Blostein

Last Published

June 24th, 2019

Functions in mcgfa (2.2.1)

mcgfa

Model Fitting for Mixtures of Contaminated Gaussian Factor Analyzers
wine

Italian Wine
olive

Italian Olive Oil
mcgfa-package

mcgfa: Model-Based Clustering and Classification with Mixtures of Contaminated Gaussian Factor Analyzers
gaussnoise

Gaussian Clusters with White Noise