tlemix: Trimmed Maximum Likelihood Estimation
Version 0.1.3

TLE implements a general framework for robust fitting of finite mixture models. Parameter estimation is performed using the EM algorithm.

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AuthorP. Neytchev, P. Filzmoser, R. Patnaik, A. Eisl and R. Boubela
Date of publication2013-08-23 14:09:27
MaintainerPeter Filzmoser <P.Filzmoser@tuwien.ac.at>
LicenseGPL (>= 3)
Version0.1.3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("tlemix")

Man pages

coefglm: coefglm
coefmclust: coefmclust
dPois: Mixture two Poisson Regression Models
estimate: Getter for estimate object of TLE-ojbects.
flexmix.Density: Model driver for flexmix
flexmix.Estimate: Flexible Mixture Estimation
FLXmclust.Density: Model driver for flexmix
FLXmclust.Estimate: Flexible Mixture Estimation
gaussData: Mixture of two standard normal distributions
McLachlan150: Mixture of two standard normal distributions
plot-methods: Plot method for TLE-class objects.
summary: Summary method for TLE-class objects.
summary.TLE-class: Class "summary.TLE"
TLE: Trimmed Likelihood Estimator
TLE-class: Class "TLE"
TLE-methods: Methods for Function TLE in Package 'tlemix'
tlemix-package: TLE - Robust Estimation of Mixture Models using the Fast-TLE...
tleplot: 2D Scatterplot with cluster membership indications

Functions

FLXmclust.Density Man page Source code
FLXmclust.Estimate Man page Source code
McLachlan150 Man page
TLE Man page
TLE,data.frame,ANY,ANY,ANY,ANY,ANY,ANY,ANY,numeric,function,func Man page
TLE,formula,character,ANY,ANY,ANY,ANY,ANY,ANY,ANY,ANY,numeric,fu Man page
TLE,numeric,numeric,ANY,numeric,numeric,ANY,numeric,ANY,function Man page
TLE-class Man page
TLE-methods Man page
coefglm Man page Source code
coefmclust Man page Source code
dPois Man page
estimate Man page
estimate,TLE-method Man page
flexmix.Density Man page Source code
flexmix.Estimate Man page Source code
gaussData Man page
plot Man page
plot,FLXRoptim,missing-method Man page
plot,TLE,missing-method Man page
plot,flexmix,missing-method Man page
plot,stepFlexmix,missing-method Man page
show,TLE-method Man page
show,summary.TLE-method Man page
summary Man page
summary,TLE-method Man page
summary.TLE-class Man page
tlemix Man page
tlemix-package Man page
tleplot Man page
tleplot,TLE,data.frame-method Man page
tleplot,TLE-function Man page

Files

NAMESPACE
data
data/McLachlan150.RData
data/dPois.RData
data/gaussData.RData
R
R/tleplot.R
R/FLXglm.Density.R
R/TLE.R
R/FLXmclust.Density.R
R/FLXmclust.Estimate.R
R/FLXglm.Estimate.R
MD5
DESCRIPTION
man
man/FLXmclust.Density.Rd
man/flexmix.Density.Rd
man/plot-methods.Rd
man/coefmclust.Rd
man/gaussData.Rd
man/tleplot.Rd
man/TLE.Rd
man/flexmix.Estimate.Rd
man/summary.TLE-class.Rd
man/coefglm.Rd
man/estimate.Rd
man/McLachlan150.Rd
man/FLXmclust.Estimate.Rd
man/TLE-methods.Rd
man/dPois.Rd
man/tlemix-package.Rd
man/TLE-class.Rd
man/summary.Rd
tlemix documentation built on May 19, 2017, 5:02 p.m.