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 |