Multidimensional Bayesian Regression


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Documentation for package ‘abn’ version 0.3-1

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eightvar simulated dataset from an eight variable additive DAG
fitabn Fit an additive Bayesian network model to binary data
fitbn Fit a Bayesian Network to discrete data
fitbnMulti Fit a list of DAGs to data
getmarginal Estimation of marginal posterior density in an additive Bayesian network model
hillsearchabn Repeated searches for locally optimal additive Bayesian Networks
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
searchbn Search for a locally optimal Bayesian Network
sim10var simulated dataset from a 10 variable discrete DAG
sim10varadd simulated dataset from a 10 variable additive discrete DAG
tographviz Convert a dag into graphviz format
uniquenets Find all unique DAGs