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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>); Gaussian mixtures modeling of financial log-returns (Scrucca, 2024 <doi:10.3390/e26110907>).
Version: | 0.9.1 |
Depends: | mclust (≥ 6.1), R (≥ 4.0) |
Imports: | cli, doParallel, doRNG (≥ 1.6), foreach, graphics, grDevices, iterators, knitr (≥ 1.12), parallel, Rcpp (≥ 1.0), rmarkdown (≥ 0.9), stats, utils |
LinkingTo: | Rcpp, RcppArmadillo (≥ 0.10) |
Published: | 2024-11-13 |
DOI: | 10.32614/CRAN.package.mclustAddons |
Author: | Luca Scrucca [aut, cre, cph] |
Maintainer: | Luca Scrucca <luca.scrucca at unibo.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 (source, R code) |
Package source: | mclustAddons_0.9.1.tar.gz |
Windows binaries: | r-devel: mclustAddons_0.9.1.zip, r-release: mclustAddons_0.9.1.zip, r-oldrel: mclustAddons_0.9.1.zip |
macOS binaries: | r-release (arm64): mclustAddons_0.9.1.tgz, r-oldrel (arm64): mclustAddons_0.9.1.tgz, r-release (x86_64): mclustAddons_0.9.1.tgz, r-oldrel (x86_64): mclustAddons_0.9.1.tgz |
Old sources: | mclustAddons archive |
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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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