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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>).
Package details |
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Author | Luca Scrucca [aut, cre, cph] (<https://orcid.org/0000-0003-3826-0484>) |
Maintainer | Luca Scrucca <luca.scrucca@unibo.it> |
License | GPL (>= 2) |
Version | 0.9.2 |
URL | https://mclust-org.github.io/mclustAddons/ |
Package repository | View on CRAN |
Installation |
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