Statistical Models for the Unsupervised Segmentation of Time-Series ('SaMUraiS')

emHMMR | emHMMR implemens the EM (Baum-Welch) algorithm to fit a HMMR... |

emMHMMR | emMHMMR implemens the EM (Baum-Welch) algorithm to fit a... |

emMRHLP | emMRHLP implemens the EM algorithm to fit a MRHLP model. |

emRHLP | emRHLP implements the EM algorithm to fit a RHLP model. |

fitPWRFisher | fitPWRFisher implements an optimized dynamic programming... |

hmmProcess | hmmProcess calculates the probability distribution of a... |

MData-class | A Reference Class which represents multivariate data. |

mkStochastic | mkStochastic ensures that it is a stochastic vector, matrix... |

ModelHMMR-class | A Reference Class which represents a fitted HMMR model. |

ModelMHMMR-class | A Reference Class which represents a fitted MHMMR model. |

ModelMRHLP-class | A Reference Class which represents a fitted MRHLP model. |

ModelPWR-class | A Reference Class which represents a fitted PWR model. |

ModelRHLP-class | A Reference Class which represents a fitted RHLP model. |

multivrealdataset | Time series representing the three acceleration components... |

multivtoydataset | A simulated non-stationary multidimensional time series with... |

ParamHMMR-class | A Reference Class which contains parameters of a HMMR model. |

ParamMHMMR-class | A Reference Class which contains parameters of a MHMMR model. |

ParamMRHLP-class | A Reference Class which contains the parameters of a MRHLP... |

ParamPWR-class | A Reference Class which contains the parameters of a PWR... |

ParamRHLP-class | A Reference Class which contains parameters of a RHLP model. |

samurais-package | SaMUraiS: StAtistical Models for the UnsupeRvised... |

selectHMMR | selectHMMR implements a model selection procedure to select... |

selectMHMMR | selectMHMMR implements a model selection procedure to select... |

selectMRHLP | selecMRHLP implements a model selection procedure to select... |

selectRHLP | selecRHLP implements a model selection procedure to select an... |

StatHMMR-class | A Reference Class which contains statistics of a HMMR model. |

StatMHMMR-class | A Reference Class which contains statistics of a MHMMR model. |

StatMRHLP-class | A Reference Class which contains statistics of a MRHLP model. |

StatPWR-class | A Reference Class which contains statistics of a PWR model. |

StatRHLP-class | A Reference Class which contains statistics of a RHLP model. |

univrealdataset | Time series representing the electrical power consumption... |

univtoydataset | A simulated non-stationary time series with regime changes. |

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