Addons for the 'mclust' Package

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Documentation for package ‘mclustAddons’ version 0.9.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

as.densityMclustBounded	Internal 'mclustAddons' functions
as.densityMclustBounded.default	Internal 'mclustAddons' functions
as.densityMclustBounded.MclustBounded	Internal 'mclustAddons' functions
as.MclustBounded	Internal 'mclustAddons' functions
as.MclustBounded.default	Internal 'mclustAddons' functions
as.MclustBounded.densityMclustBounded	Internal 'mclustAddons' functions
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	Cumulative distribution and quantiles of univariate model-based mixture density estimation for bounded data
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
ES	Financial risk measures
ES.GMMlogreturn	Risk measures from Gaussian mixtures modeling
GaussianMixtureMEM	Modal EM algorithm for Gaussian Mixtures
gmm2margParams	Marginal parameters from fitted GMMs via mclust
GMMlogreturn	Modeling log-returns distribution via Gaussian Mixture Models
gold	Gold price log-returns
mclustAddons-internal	Internal 'mclustAddons' functions
MclustBounded	Model-based clustering for bounded data
MclustBoundedParameters	Recover parameters in the original scale
mclustMarginalParams	Marginal parameters from fitted GMMs via mclust
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.MclustBounded	Plotting method for model-based clustering of bounded data
plot.MclustMEM	Plotting method for modal-clustering based on Gaussian Mixtures
predict.densityMclustBounded	Model-based mixture density estimation for bounded data
predict.MclustBounded	Model-based clustering estimation for bounded data
print.densityMclustBounded	Model-based mixture density estimation for bounded data
print.MclustBounded	Model-based clustering 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.MclustBounded	Model-based clustering 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.GMMlogreturn	Modeling log-returns distribution via Gaussian Mixture Models
summary.MclustBounded	Model-based clustering for bounded data
summary.MclustMEM	Modal EM algorithm for Gaussian Mixtures fitted via _mclust_ package
VaR	Financial risk measures
VaR.GMMlogreturn	Risk measures from Gaussian mixtures modeling