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.
| Version: | 2.3-13 |
| Depends: | R (≥ 2.15.0), lattice |
| Imports: | grid, methods, modeltools (≥ 0.2-16), nnet, stats, stats4 |
| Suggests: | codetools, diptest, ellipse, gclus, glmnet, lme4 (≥ 1.0), MASS, mgcv (≥ 1.8-0), mlbench, mlogit, multcomp, mvtnorm, survival |
| Published: | 2015-01-17 |
| Author: | Bettina Gruen [aut, cre], Friedrich Leisch [aut], Deepayan Sarkar [ctb], Frederic Mortier [ctb], Nicolas Picard [ctb] |
| Maintainer: | Bettina Gruen <Bettina.Gruen at jku.at> |
| 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 |
| 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 |
| Package source: | flexmix_2.3-13.tar.gz |
| Windows binaries: | r-devel: flexmix_2.3-13.zip, r-release: flexmix_2.3-13.zip, r-oldrel: flexmix_2.3-13.zip |
| OS X Snow Leopard binaries: | r-release: flexmix_2.3-13.tgz, r-oldrel: flexmix_2.3-13.tgz |
| OS X Mavericks binaries: | r-release: flexmix_2.3-13.tgz |
| Old sources: | flexmix archive |
| Reverse depends: | psychomix |
| Reverse imports: | betareg, expands, fpc |
| Reverse suggests: | catdata, HSAUR, HSAUR2, HSAUR3, rebmix, tlemix |
| Reverse enhances: | clue |