ContaminatedMixt: Model-Based Clustering and Classification with the Multivariate Contaminated Normal Distribution
Version 1.1

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

Browse man pages Browse package API and functions Browse package files

AuthorAntonio Punzo, Angelo Mazza, Paul D. McNicholas
Date of publication2017-02-14 22:14:20
MaintainerAngelo Mazza <a.mazza@unict.it>
LicenseGPL-2
Version1.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("ContaminatedMixt")

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.
m.step: M-step of the EM algorithm for Parsimonious Normal Mixtures
pairs.ContaminatedMixt: Scatterplot Matrix for ContaminatedMixt Objects
plot.ContaminatedMixt: Scatterplot for ContaminatedMixt Objects
predictg: Cluster Prediction
wine: Wine Data Set

Functions

CNllikelihood Source code
CNmixt Man page Source code
CNmixtCV Man page Source code
CNmixtG Source code
CNmixtG2 Source code
CNmixt_main Source code
CNpredict Man page Source code
ComputeIC Source code
ContaminatedMixt Man page
ContaminatedMixt-package Man page
ICnames Source code
ModelNames Source code
agree Man page Source code
bnorm Source code
checkPar Source code
dCN Man page Source code Source code
getBestModel Man page Source code
getCV Man page Source code
getCluster Man page Source code
getDetection Man page Source code
getIC Man page Source code
getPar Man page Source code
getPosterior Man page Source code
getSize Man page Source code
m.step Man page Source code
ncovpar Source code
pairs.ContaminatedMixt Man page Source code
plot.ContaminatedMixt Man page Source code
postInit Source code
predict.ContaminatedMixt Man page Source code
print.ContaminatedMixt Man page Source code
print.ContaminatedMixt.CV Source code
print.ContaminatedMixt.IC Man page Source code
rCN Man page Source code
summary.ContaminatedMixt Man page Source code
whichBest Man page Source code
whichBestCV Man page Source code
wine Man page

Files

src
src/Makevars
src/functionsC.h
src/brentmin.c
src/mixture.c
src/functions.h
src/contmixture.c
src/Uncontam.c
src/zeroin.h
NAMESPACE
data
data/wine.RData
R
R/initialization.R
R/print.ContaminatedMixtCV.R
R/Extractors.R
R/dCN.R
R/print.ContaminatedMixt.R
R/summary.ContaminatedMixt.R
R/predict.R
R/pairs.ContaminatedMixt.R
R/rCN.R
R/plot.ContaminatedMixt.R
R/cdm.R
R/CNmixt2.R
R/CNmixt.R
R/m.step.R
R/agree.R
R/main.R
MD5
DESCRIPTION
man
man/wine.Rd
man/m.step.Rd
man/ContaminatedMixt-package.Rd
man/CNmixt.Rd
man/agree.Rd
man/dCN.Rd
man/pairs.ContaminatedMixt.Rd
man/plot.ContaminatedMixt.Rd
man/predictg.Rd
man/extractors.Rd
ContaminatedMixt documentation built on May 19, 2017, 11:40 a.m.