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Extend the functionality of the 'mclust' package for Gaussian finite mixture modeling by including: density estimation for data with bounded support (Scrucca, 2019 <doi:10.1002/bimj.201800174>); modal clustering using MEM (Modal EM) algorithm for Gaussian mixtures (Scrucca, 2021 <doi:10.1002/sam.11527>); entropy estimation via Gaussian mixture modeling (Robin & Scrucca, 2023 <doi:10.1016/j.csda.2022.107582>).
Version: | 0.8 |
Depends: | R (≥ 4.0), mclust (≥ 6.1) |
Imports: | stats, graphics, grDevices, methods, foreach, iterators, utils, Rcpp (≥ 1.0) |
LinkingTo: | Rcpp, RcppArmadillo (≥ 0.10) |
Suggests: | parallel, doParallel, doRNG (≥ 1.6), cli, crayon, knitr (≥ 1.12), rmarkdown (≥ 0.9) |
Published: | 2024-03-01 |
DOI: | 10.32614/CRAN.package.mclustAddons |
Author: | Luca Scrucca [aut, cre] |
Maintainer: | Luca Scrucca <luca.scrucca at unipg.it> |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | https://mclust-org.github.io/mclustAddons/ |
NeedsCompilation: | yes |
Materials: | README NEWS |
CRAN checks: | mclustAddons results |
Reference manual: | mclustAddons.pdf |
Vignettes: |
A quick tour of mclustAddons |
Package source: | mclustAddons_0.8.tar.gz |
Windows binaries: | r-devel: mclustAddons_0.8.zip, r-release: mclustAddons_0.8.zip, r-oldrel: mclustAddons_0.8.zip |
macOS binaries: | r-release (arm64): mclustAddons_0.8.tgz, r-oldrel (arm64): mclustAddons_0.8.tgz, r-release (x86_64): mclustAddons_0.8.tgz, r-oldrel (x86_64): mclustAddons_0.8.tgz |
Old sources: | mclustAddons archive |
Please use the canonical form https://CRAN.R-project.org/package=mclustAddons 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.