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tlemix (version 0.1.3)

Trimmed Maximum Likelihood Estimation

Description

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

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Version

Install

install.packages('tlemix')

Monthly Downloads

90

Version

0.1.3

License

GPL (>= 3)

Maintainer

P. Filzmoser

Last Published

August 23rd, 2013

Functions in tlemix (0.1.3)

coefmclust

coefmclust
TLE-methods

Methods for Function TLE in Package `tlemix'
summary

Summary method for TLE-class objects.
gaussData

Mixture of two standard normal distributions
coefglm

coefglm
flexmix.Density

Model driver for flexmix
McLachlan150

Mixture of two standard normal distributions
FLXmclust.Estimate

Flexible Mixture Estimation
tlemix-package

TLE - Robust Estimation of Mixture Models using the Fast-TLE algorithm.
TLE

Trimmed Likelihood Estimator
TLE-class

Class "TLE"
FLXmclust.Density

Model driver for flexmix
summary.TLE-class

Class "summary.TLE"
plot-methods

Plot method for TLE-class objects.
dPois

Mixture two Poisson Regression Models
estimate

Getter for estimate object of TLE-ojbects.
tleplot

2D Scatterplot with cluster membership indications
flexmix.Estimate

Flexible Mixture Estimation