Bayesian Network Belief Propagation

AbsorbEvidence | Absorb evidence into the model |

bn_to_graphNEL | Convert a bn object to graphNEL object |

chest | A simulated data from the Chest Clinic example |

ClusterTree-class | An S4 class of the cluster tree. |

ClusterTreeCompile | Compile the cluster tree |

ComputeKLDs | Compute signed and symmetric Kullback-Leibler divergence |

ElimTreeInitialize | Initialize the elimination tree |

emission | A ClusterTree Example of Emission Model |

emission1000 | A simulated data from the Emission example |

FactorQuery | Queries of discrete variable distributions |

GetValue | Possible values of a discrete variable |

Initializer | Initialize a ClusterTree object |

liver | Mus Musculus HDL QTL data from Leduc et. al. (2012) |

LocalModelCompile | Model compilation |

Marginals | Obtain marginal distributions |

PlotCGBN | Plot the Bayesian network |

PlotMarginals | Plot the marginal distributions |

PlotTree | Plot the cluster tree |

Propagate | Propagate the cluster tree |

runBayesNetApp | Launch the BayesNetBP Shiny App |

Sampler | Sampling from the Bayesian network |

SummaryMarginals | Summary a continuous marginal distribution |

toytree | A ClusterTree Example of Liver Model |

yeast | Saccharomyces Cerevisiae eQTL data from Kruglak et. al.... |

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