Gaussian Mixture Models (GMM)


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Documentation for package ‘AdaptGauss’ version 1.2.4

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AdaptGauss-package AdaptGauss-package
MultiModal-package AdaptGauss-package
AdaptGauss Adapt Gaussian Mixture Model (GMM)
Bayes4Mixtures Posterioris of Bayes Theorem
BayesDecisionBoundaries Decision Boundaries calculated through Bayes Theorem
CDFMixtures cumulative distribution of mixture model
Chi2testMixtures Pearson's chi-squared goodness of fit test
ClassifyByDecisionBoundaries Classify Data according to decision Boundaries
EMGauss EM Algorithm for GMM
InformationCriteria4GMM Information Criteria For GMM
Intersect2Mixtures Intersect of two Gaussians
KStestMixtures Kolmogorov-Smirnov test
LikelihoodRatio4Mixtures Likelihood Ratio for Gaussian Mixtures
LogLikelihood4Mixtures LogLikelihood for Gaussian Mixture Models
MultiModal AdaptGauss-package
OptimalNoBins Optimal Number Of Bins
ParetoDensityEstimation Pareto Density Estimation
ParetoRadius ParetoRadius for distributions
Pdf4Mixtures Calculates pdf for GMM
PlotMixtures Shows GMM
PlotMixturesAndBoundaries Shows GMM with Boundaries
QQplotGMM Quantile Quantile Plot of Data
RandomLogGMM Random Number Generator for Log or Gaussian Mixture Model