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 [aut, cre], Friedrich Leisch [aut], Deepayan Sarkar [ctb], Frederic Mortier [ctb], Nicolas Picard [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 |
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 depends: | evaluomeR, flexmixNL, MAP, MAZE, psychomix, scde |
Reverse imports: | betareg, circlus, CONFESS, CytoGLMM, distributionsrd, fmerPack, fpc, longmixr, Mercator, miQC, plotmm, RobMixReg, sBIC, scPipe, trajmsm |
Reverse suggests: | boxcoxmix, catdata, HSAUR, HSAUR2, HSAUR3, latrend, movMF, rexposome, starvz |
Reverse enhances: | clue |
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