AdaptGauss-package |
Gaussian Mixture Models (GMM) |

MultiModal-package |
Gaussian Mixture Models (GMM) |

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 |

EMGauss |
EM Algorithm for GMM |

GMMplot_ggplot2 |
Plots the Gaussian Mixture Model (GMM) withing ggplot2 |

InformationCriteria4GMM |
Information Criteria For GMM |

Intersect2Mixtures |
Intersect of two Gaussians |

KStestMixtures |
Kolmogorov-Smirnov test |

LikelihoodRatio4Mixtures |
Likelihood Ratio for Gaussian Mixtures |

LKWFahrzeitSeehafen2010 |
Truck driving time seaport 2010 |

LogLikelihood4Mixtures |
LogLikelihood for Gaussian Mixture Models |

MultiModal |
Gaussian Mixture Models (GMM) |

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 |

Symlognpdf |
computes a special case of log normal distribution density |