Package: mclustAddons 0.8

mclustAddons: Addons for the 'mclust' Package

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>).

Authors:Luca Scrucca [aut, cre]

mclustAddons_0.8.tar.gz
mclustAddons_0.8.zip(r-4.5)mclustAddons_0.8.zip(r-4.4)mclustAddons_0.8.zip(r-4.3)
mclustAddons_0.8.tgz(r-4.4-x86_64)mclustAddons_0.8.tgz(r-4.4-arm64)mclustAddons_0.8.tgz(r-4.3-x86_64)mclustAddons_0.8.tgz(r-4.3-arm64)
mclustAddons_0.8.tar.gz(r-4.5-noble)mclustAddons_0.8.tar.gz(r-4.4-noble)
mclustAddons_0.8.tgz(r-4.4-emscripten)mclustAddons_0.8.tgz(r-4.3-emscripten)
mclustAddons.pdf |mclustAddons.html✨
mclustAddons/json (API)
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Peer review:

Bug tracker:https://github.com/mclust-org/mclustaddons/issues

On CRAN:

26 exports 0.09 score 6 dependencies 3 scripts 256 downloads

Last updated 7 months agofrom:45e3a0515a. Checks:OK: 7 NOTE: 2. Indexed: yes.

Exports:bits2natscdfDensityBoundeddensityMclustBoundeddensityMclustBounded.diagnosticEntropyGaussEntropyGMMEntropyGMM.data.frameEntropyGMM.densityMclustEntropyGMM.densityMclustBoundedEntropyGMM.matrixEntropyGMM.MclustGaussianMixtureMEMMclustMEMnats2bitsplot.densityMclustBoundedplot.MclustMEMpredict.densityMclustBoundedprint.densityMclustBoundedprint.MclustMEMprint.summary.densityMclustBoundedprint.summary.MclustMEMquantileDensityBoundedrangepowerBackTransformrangepowerTransformsummary.densityMclustBoundedsummary.MclustMEM

Dependencies:codetoolsforeachiteratorsmclustRcppRcppArmadillo