A general framework for finite mixtures of regression models using the EM algorithm is implemented. The package 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: | 2.3-14 |
| Depends: | R (≥ 2.15.0), lattice |
| Imports: | graphics, grid, grDevices, methods, modeltools (≥ 0.2-16), nnet, stats, stats4 |
| Suggests: | actuar, codetools, diptest, ellipse, gclus, glmnet, lme4 (≥ 1.0), MASS, mgcv (≥ 1.8-0), mlbench, mlogit, multcomp, mvtnorm, SuppDists, survival |
| Published: | 2017-04-28 |
| 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_2.3-14.tar.gz |
| Windows binaries: | r-devel: flexmix_2.3-14.zip, r-release: flexmix_2.3-14.zip, r-oldrel: flexmix_2.3-14.zip |
| OS X El Capitan binaries: | r-release: flexmix_2.3-14.tgz |
| OS X Mavericks binaries: | r-oldrel: flexmix_2.3-14.tgz |
| Old sources: | flexmix archive |
| Reverse depends: | DAC, psychomix |
| Reverse imports: | BANFF, betareg, expands, fpc, lpme, sBIC |
| Reverse suggests: | catdata, HSAUR, HSAUR2, HSAUR3, rebmix, tlemix |
| Reverse enhances: | clue |
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