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mclustAddons
View on CRAN: Click
here
Download and install mclustAddons package within the R console
Install from CRAN:
install.packages("mclustAddons")
Install from Github:
library("remotes")
install_github("cran/mclustAddons")
Install by package version:
library("remotes")
install_version("mclustAddons", "0.9")
Attach the package and use:
library("mclustAddons")
Maintained by
Luca Scrucca
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-09-29
Latest Update: 2023-01-06
Description:
Extend the functionality of the 'mclust' package for
Gaussian finite mixture modeling by including:
density estimation for data with bounded support
(Scrucca, 2019 );
modal clustering using MEM (Modal EM) algorithm for Gaussian mixtures
(Scrucca, 2021 );
entropy estimation via Gaussian mixture modeling
(Robin & Scrucca, 2023 ).
How to cite:
Luca Scrucca (2021). mclustAddons: Addons for the 'mclust' Package. R package version 0.9, https://cran.r-project.org/web/packages/mclustAddons. Accessed 21 Nov. 2024.
Previous versions and publish date:
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imports, suggests or enhances
Complete documentation for mclustAddons
Functions, R codes and Examples using
the mclustAddons R package
Some associated functions: EntropyGMM . GaussianMixtureMEM . MclustMEM . cdfDensityBounded . densityMclustBounded.diagnostic . densityMclustBounded . logsumexp . mclustAddons-package . plot.MclustMEM . plot.densityMclustBounded . predict.densityMclustBounded . racial . suicide .
Some associated R codes: EntropyGMM.R . ModalEM.R . RcppExports.R . densityMclustBounded.R . parallel.R . util.R . zzz.R . Full mclustAddons package functions and examples
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