Mixture-of-Experts Modeling for Complex Non-Normal Distributions

emNMoE | emNMoE implements the EM algorithm to fit a Normal Mixture of... |

emSNMoE | emSNMoE implements the ECM algorithm to fit a Skew-Normal... |

emStMoE | emStMoE implements the ECM algorithm to fit a Skew-t Mixture... |

emTMoE | emTMoE implements the ECM algorithm to fit a t Mixture of... |

meteorits-package | MEteorits: Mixtures-of-ExperTs modEling for cOmplex and... |

ModelNMoE-class | A Reference Class which represents a fitted NMoE model. |

ModelSNMoE-class | A Reference Class which represents a fitted SNMoE model. |

ModelStMoE-class | A Reference Class which represents a fitted StMoE model. |

ModelTMoE-class | A Reference Class which represents a fitted TMoE model. |

ParamNMoE-class | A Reference Class which contains parameters of a NMoE model. |

ParamSNMoE-class | A Reference Class which contains parameters of a SNMoE model. |

ParamStMoE-class | A Reference Class which contains parameters of a StMoE model. |

ParamTMoE-class | A Reference Class which contains parameters of a TMoE model. |

sampleUnivNMoE | Draw a sample from a normal mixture of linear experts model. |

sampleUnivSNMoE | Draw a sample from a skew-normal mixture of linear experts... |

sampleUnivStMoE | Draw a sample from a univariate skew-t mixture. |

sampleUnivTMoE | Draw a sample from a univariate t mixture of experts (TMoE). |

StatNMoE-class | A Reference Class which contains statistics of a NMoE model. |

StatSNMoE-class | A Reference Class which contains statistics of a SNMoE model. |

StatStMoE-class | A Reference Class which contains statistics of a StMoE model. |

StatTMoE-class | A Reference Class which contains statistics of a TMoE model. |

tempanomalies | Global Annual Temperature Anomalies (Land Meteorological... |

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