Modelling Multivariate Data with Additive Bayesian Networks

abn-defunct | Defunct functions and data in package 'abn' |

abn-deprecated | Deprecated functions and data in package 'abn' |

abn-internal | abn internal functions |

abn-package | abn Package |

adg-dataset | Dataset related to average daily growth performance and... |

build_score_cache | Build a cache of goodness of fit metrics for each node in a... |

compareDag | Compare two DAGs |

createDag | Create a legitimate DAGs |

dag_ex0 | Synthetic validation data set for use with abn library... |

dag_ex1 | Synthetic validation data set for use with abn library... |

dag_ex2 | Synthetic validation data set for use with abn library... |

dag_ex3 | Validation data set for use with abn library examples |

dag_ex4 | Valdiation data set for use with abn library examples |

dag_ex5 | Valdiation data set for use with abn library examples |

dag_ex6 | Valdiation data set for use with abn library examples |

dag_ex7 | Valdiation data set for use with abn library examples |

discretization | Discretization of a Possibly Continuous Data Frame of Random... |

entropyData | Computes an Empirical Estimation of the Entropy from a Table... |

essentialGraph | Construct the essential graph |

expit | Expit, Logit, and odds |

FCV-dataset | Dataset related to Feline calicivirus infection among cats in... |

fitabn | Fit an additive Bayesian network model |

infoDag | Compute standard information for a DAG. |

link_strength | A function that returns the strengths of the edge connections... |

mb | Compute the Markov blanket |

miData | Empirical Estimation of the Entropy from a Table of Counts |

mostprobable | Find most probable DAG structure |

or | Odds Ratio from a Table |

pigs.vienna | Dataset related to diseases present in 'finishing pigs',... |

plot-abn | Plot an ABN graphic |

scoreContribution | Compute the score's contribution in a network of each... |

search_heuristic | A family of heuristic algorithms that aims at finding high... |

search_hillclimber | Find high scoring directed acyclic graphs using heuristic... |

simulate-abn | Simulate from an ABN Network |

simulate-dag | Simulate DAGs |

tographviz | Convert a DAG into graphviz format |

var33 | simulated dataset from a DAG comprising of 33 variables |

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