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ContaminatedMixt (version 1.0)

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

Description

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

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Version

Install

install.packages('ContaminatedMixt')

Monthly Downloads

321

Version

1.0

License

GPL-2

Maintainer

Angelo Mazza

Last Published

December 20th, 2015

Functions in ContaminatedMixt (1.0)

pairs.ContaminatedMixt

Scatterplot Matrix for ContaminatedMixt Objects

plot.ContaminatedMixt

Scatterplot for ContaminatedMixt Objects

agree

Agreement Between Partitions

CNmixt

Fitting for the Parsimonious Mixtures of Contaminated Normal Distributions

dCN

Multivariate Contaminated Normal Distribution

ContaminatedMixt-package

ContaminatedMixt - Parsimonious Mixtures of Contaminated Normal Distributions

Extractor functions

Extractors for ContaminatedMixt Class Objects.

wine

Wine Data Set