mcgfa: Mixtures of Contaminated Gaussian Factor Analyzers

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Performs clustering and classification using the Mixtures of Contaminated Gaussian Factor Analyzers model. Allows for automatic detection of outliers and noise.

Author
Martin Blostein [aut, cre], Antonio Punzo [ctb], Paul D. McNicholas [ctb, ths]
Date of publication
2016-10-02 22:52:42
Maintainer
Martin Blostein <martin.blostein@gmail.com>
License
GPL (>= 2)
Version
1.0.0

View on CRAN

Man pages

gaussnoise
Gaussian Clusters with White Noise
mcgfa
Model Fitting for Mixtures of Contaminated Gaussian Factor...
mcgfa-package
mcgfa: Model-Based Clustering and Classification with...
olive
Italian Olive Oil
wine
Italian Wine

Files in this package

mcgfa
mcgfa/src
mcgfa/src/Makevars
mcgfa/src/mahal_updates.c
mcgfa/src/eta_updates.c
mcgfa/src/functions.h
mcgfa/src/other_updates.c
mcgfa/src/alpha_updates.c
mcgfa/src/zv_updates.c
mcgfa/src/mcgfa.c
mcgfa/src/debug.c
mcgfa/src/gaussj.c
mcgfa/src/optimize.c
mcgfa/src/aecm.c
mcgfa/NAMESPACE
mcgfa/data
mcgfa/data/olive.rda
mcgfa/data/gaussnoise.rda
mcgfa/data/wine.rda
mcgfa/R
mcgfa/R/s3methods.R
mcgfa/R/c_wrapper_function.R
mcgfa/R/mcgfa_EM.R
mcgfa/R/init_load.R
mcgfa/R/create_progress_bar.R
mcgfa/R/check_init_class.R
mcgfa/R/mcgfa.R
mcgfa/MD5
mcgfa/DESCRIPTION
mcgfa/man
mcgfa/man/wine.Rd
mcgfa/man/mcgfa.Rd
mcgfa/man/olive.Rd
mcgfa/man/gaussnoise.Rd
mcgfa/man/mcgfa-package.Rd