Addons for the 'mclust' Package


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Documentation for package ‘mclustAddons’ version 0.8

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mclustAddons-package Addons for the 'mclust' package
bits2nats Gaussian mixture-based estimation of entropy
cdfDensityBounded Cumulative distribution and quantiles of univariate model-based mixture density estimation for bounded data
densityMclustBounded Model-based mixture density estimation for bounded data
densityMclustBounded.diagnostic Diagnostic plots for 'mclustDensityBounded' estimation
EntropyGauss Gaussian mixture-based estimation of entropy
EntropyGMM Gaussian mixture-based estimation of entropy
EntropyGMM.data.frame Gaussian mixture-based estimation of entropy
EntropyGMM.densityMclust Gaussian mixture-based estimation of entropy
EntropyGMM.densityMclustBounded Gaussian mixture-based estimation of entropy
EntropyGMM.matrix Gaussian mixture-based estimation of entropy
EntropyGMM.Mclust Gaussian mixture-based estimation of entropy
GaussianMixtureMEM Modal EM algorithm for Gaussian Mixtures
mclustAddons Addons for the 'mclust' package
MclustMEM Modal EM algorithm for Gaussian Mixtures fitted via _mclust_ package
nats2bits Gaussian mixture-based estimation of entropy
plot.densityMclustBounded Plotting method for model-based mixture density estimation for bounded data
plot.MclustMEM Plotting method for modal-clustering based on Gaussian Mixtures
predict.densityMclustBounded Model-based mixture density estimation for bounded data
print.densityMclustBounded Model-based mixture density estimation for bounded data
print.MclustMEM Modal EM algorithm for Gaussian Mixtures fitted via _mclust_ package
print.summary.densityMclustBounded Model-based mixture density estimation for bounded data
print.summary.MclustMEM Modal EM algorithm for Gaussian Mixtures fitted via _mclust_ package
quantileDensityBounded Cumulative distribution and quantiles of univariate model-based mixture density estimation for bounded data
racial Racial data
rangepowerBackTransform Range–power transformation
rangepowerTransform Range–power transformation
suicide Suicide data
summary.densityMclustBounded Model-based mixture density estimation for bounded data
summary.MclustMEM Modal EM algorithm for Gaussian Mixtures fitted via _mclust_ package