ContaminatedMixt: Model-Based Clustering and Classification with the Multivariate Contaminated Normal Distribution

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Fits mixtures of multivariate contaminated normal distributions (with eigen-decomposed scale matrices) via the expectation conditional- maximization algorithm under a clustering or classification paradigm.

Author
Antonio Punzo, Angelo Mazza, Paul D. McNicholas
Date of publication
2015-12-20 15:34:15
Maintainer
Angelo Mazza <a.mazza@unict.it>
License
GPL-2
Version
1.0

View on CRAN

Man pages

agree
Agreement Between Partitions
CNmixt
Fitting for the Parsimonious Mixtures of Contaminated Normal...
ContaminatedMixt-package
ContaminatedMixt - Parsimonious Mixtures of Contaminated...
dCN
Multivariate Contaminated Normal Distribution
extractors
Extractors for 'ContaminatedMixt' Class Objects.
pairs.ContaminatedMixt
Scatterplot Matrix for ContaminatedMixt Objects
plot.ContaminatedMixt
Scatterplot for ContaminatedMixt Objects
wine
Wine Data Set

Files in this package

ContaminatedMixt
ContaminatedMixt/NAMESPACE
ContaminatedMixt/data
ContaminatedMixt/data/wine.RData
ContaminatedMixt/R
ContaminatedMixt/R/Extractors.R
ContaminatedMixt/R/dCN.R
ContaminatedMixt/R/print.ContaminatedMixt.R
ContaminatedMixt/R/summary.ContaminatedMixt.R
ContaminatedMixt/R/pairs.ContaminatedMixt.R
ContaminatedMixt/R/rCN.R
ContaminatedMixt/R/plot.ContaminatedMixt.R
ContaminatedMixt/R/cdm.R
ContaminatedMixt/R/CNmixt2.R
ContaminatedMixt/R/CNmixt.R
ContaminatedMixt/R/agree.R
ContaminatedMixt/MD5
ContaminatedMixt/DESCRIPTION
ContaminatedMixt/man
ContaminatedMixt/man/wine.Rd
ContaminatedMixt/man/ContaminatedMixt-package.Rd
ContaminatedMixt/man/CNmixt.Rd
ContaminatedMixt/man/agree.Rd
ContaminatedMixt/man/dCN.Rd
ContaminatedMixt/man/pairs.ContaminatedMixt.Rd
ContaminatedMixt/man/plot.ContaminatedMixt.Rd
ContaminatedMixt/man/extractors.Rd