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: |
0.7.2 |
| Depends: |
R (≥ 4.0), mclust (≥ 5.4) |
| 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: |
2023-01-06 |
| 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 |