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flexmix: Flexible Mixture Modeling

A general framework for finite mixtures of regression models using the EM algorithm is implemented. The E-step and all data handling are provided, 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.

Version: 2.3-19
Depends: R (≥ 2.15.0), lattice
Imports: graphics, grid, grDevices, methods, modeltools (≥ 0.2-16), nnet, stats, stats4, utils
Suggests: actuar, codetools, diptest, Ecdat, ellipse, gclus, glmnet, lme4 (≥ 1.1), MASS, mgcv (≥ 1.8-0), mlbench, multcomp, mvtnorm, SuppDists, survival
Published: 2023-03-16
DOI: 10.32614/CRAN.package.flexmix
Author: Bettina Gruen ORCID iD [aut, cre], Friedrich Leisch ORCID iD [aut], Deepayan Sarkar ORCID iD [ctb], Frederic Mortier [ctb], Nicolas Picard ORCID iD [ctb]
Maintainer: Bettina Gruen <Bettina.Gruen at R-project.org>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Citation: flexmix citation info
Materials: NEWS
In views: Cluster, Environmetrics, Psychometrics
CRAN checks: flexmix results

Documentation:

Reference manual: flexmix.pdf
Vignettes: Finite Mixture Model Diagnostics Using Resampling Methods
FlexMix: A General Framework for Finite Mixture Models and Latent Class Regression in R
FlexMix Version 2: Finite Mixtures with Concomitant Variables and Varying and Constant Parameters
Applications of finite mixtures of regression models

Downloads:

Package source: flexmix_2.3-19.tar.gz
Windows binaries: r-devel: flexmix_2.3-19.zip, r-release: flexmix_2.3-19.zip, r-oldrel: flexmix_2.3-19.zip
macOS binaries: r-release (arm64): flexmix_2.3-19.tgz, r-oldrel (arm64): flexmix_2.3-19.tgz, r-release (x86_64): flexmix_2.3-19.tgz, r-oldrel (x86_64): flexmix_2.3-19.tgz
Old sources: flexmix archive

Reverse dependencies:

Reverse depends: evaluomeR, flexmixNL, MAP, MAZE, psychomix, scde
Reverse imports: betareg, circlus, CONFESS, CytoGLMM, distributionsrd, fmerPack, fpc, longmixr, Mercator, miQC, RobMixReg, sBIC, scPipe, trajmsm
Reverse suggests: boxcoxmix, catdata, HSAUR, HSAUR2, HSAUR3, latrend, movMF, plotmm, rexposome, starvz
Reverse enhances: clue

Linking:

Please use the canonical form https://CRAN.R-project.org/package=flexmix to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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