Additive Bayesian Networks


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Documentation for package ‘abn’ version 0.5-1

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fitabn Fit an additive Bayesian network model to continuous or binary data
fitbn Fit a Bayesian Network to discrete data
getmarginal Estimation of marginal posterior density in an additive Bayesian network model
hillsearchabn Repeated searches for locally optimal additive Bayesian Networks for continuous and/or binary data
hillsearchbn Repeated searches for locally optimal Bayesian Networks
prunenets Prune arcs from DAGs according to a threshold criteria
searchabn Search for a locally optimal additive Bayesian network model for continuous and/or binary data
searchbn Search for a locally optimal Bayesian Network for multinomial data
tographviz Convert a dag into graphviz format
uniquenets Find all unique DAGs
var33 simulated dataset from a DAG comprising of 33 variables