AdaptGauss-package | AdaptGauss-package |
MultiModal-package | AdaptGauss-package |
AdaptGauss | Adapt Gaussian Mixture Model (GMM) |
Bayes4Mixtures | Posterioris of Bayes Theorem |
BayesClassification | BayesClassification |
BayesDecisionBoundaries | Decision Boundaries calculated through Bayes Theorem |
BayesFor2GMM | Posterioris of Bayes Theorem for a two group GMM |
CDFMixtures | cumulative distribution of mixture model |
Chi2testMixtures | Pearson's chi-squared goodness of fit test |
ClassifyByDecisionBoundaries | Classify Data according to decision Boundaries |
DistributionOptimization | DistributionOptimization |
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 |