mclust: Gaussian Mixture Modelling for Model-Based Clustering, Classification, and Density Estimation

Gaussian finite mixture models fitted via EM algorithm for model-based clustering, classification, and density estimation, including Bayesian regularization, dimension reduction for visualisation, and resampling-based inference.

Package details

AuthorChris Fraley [aut], Adrian E. Raftery [aut] (ORCID: <https://orcid.org/0000-0002-6589-301X>), Luca Scrucca [aut, cre] (ORCID: <https://orcid.org/0000-0003-3826-0484>), Thomas Brendan Murphy [ctb] (ORCID: <https://orcid.org/0000-0002-5668-7046>), Michael Fop [ctb] (ORCID: <https://orcid.org/0000-0003-3936-2757>)
MaintainerLuca Scrucca <luca.scrucca@unibo.it>
LicenseGPL (>= 2)
Version6.1.2
URL https://mclust-org.github.io/mclust/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("mclust")

Try the mclust package in your browser

Any scripts or data that you put into this service are public.

mclust documentation built on Nov. 5, 2025, 5:38 p.m.