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flexmix (version 0.9-0)

Flexible Mixture Modeling

Description

FlexMix implements a general framework for finite mixtures of regression models using the EM algorithm. FlexMix provides the E-step and all data handling, while the M-step can be supplied by the user to easily define new models. Existing drivers implement mixtures of standard linear models, generalized linear models and model-based clustering.

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Version

Install

install.packages('flexmix')

Monthly Downloads

24,366

Version

0.9-0

License

GPL version 2.

Maintainer

Friedrich Leisch

Last Published

February 28th, 2025

Functions in flexmix (0.9-0)

AIC-methods

Methods for Function AIC
ExNclus

Artificial Example for Normal Clustering
BIC-methods

Methods for Function BIC
FLXglm

FlexMix Interface to Generalized Linear Models
FLXfit

Fitter Function for FlexMix Models
stepFlexmix

Run FlexMix Repeatedly
flexmix-internal

Internal FlexMix functions
refit

Refit a Fitted Model
KLdiv

Kullbach Leibler Divergence
FLXcontrol-class

Class "FLXcontrol"
FLXmclust

FlexMix Clustering Demo Driver
FLXcomponent-class

Class "FLXcomponent"
plot-methods

Rootogram of Posterior Probabilities
ExNPreg

Artificial Example for Normal and Poisson Regression
flexmix

Flexible Mixture Modeling
logLik-methods

Methods for Function logLik in Package `flexmix'
flexmix-class

Class "flexmix"
FLXmodel-class

Class "FLXmodel"