Package flexmix

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Detailed Description

Title: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.

Author:Friedrich Leisch and Bettina Gruen Maintainer:Friedrich Leisch <Friedrich.Leisch@ci.tuwien.ac.at> Version:1.1-1 Built:R 2.2.1; ; 2006-04-05 21:47:00; unix Date:2005-10-31 Depends:R (>= 2.1.0), methods LazyLoad:yes License:GPL version 2. Packaged:Mon Oct 31 14:07:31 2005; leisch Suggests:MASS, ellipse, mvtnorm URL:http://www.ci.tuwien.ac.at/~leisch/FlexMix

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ExNPreg
Artificial Example for Normal, Poisson and Binomial Regression

Last ouput from ExNPreg(). For all plots see PDF file.

PDF output with all plots
Example code and log output is in the "Files" section, please see: flexmix/ExNPreg/example.log

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ExNclus
Artificial Example with 4 Gaussians

Last ouput from ExNclus(). For all plots see PDF file.

PDF output with all plots
Example code and log output is in the "Files" section, please see: flexmix/ExNclus/example.log

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FLXmclust
FlexMix Clustering Demo Driver

Last ouput from FLXmclust(). For all plots see PDF file.

PDF output with all plots
Example code and log output is in the "Files" section, please see: flexmix/FLXmclust/example.log

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flexmix
Flexible Mixture Modeling

Last ouput from flexmix(). For all plots see PDF file.

PDF output with all plots
Example code and log output is in the "Files" section, please see: flexmix/flexmix/example.log

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seizure
Epileptic Seizure Data

Last ouput from seizure(). For all plots see PDF file.

PDF output with all plots
Example code and log output is in the "Files" section, please see: flexmix/seizure/example.log

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