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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 |
| 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 |
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