Inferring Group Bayesian Networks using Hierarchical Feature Clustering

Group Bayesian Networks: This package implements the inference of group Bayesian networks based on hierarchical feature clustering, and the adaptive refinement of the grouping regarding an outcome of interest, as described in Becker et. al (2021) .


Reference manual

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1.2.0 by Ann-Kristin Becker, 9 months ago

Browse source code at

Authors: Ann-Kristin Becker [aut, cre] , Lars Kaderali [aut, ths]

Documentation:   PDF Manual  

GPL (>= 2) license

Imports PRROC, MLmetrics, rlist, stats, magrittr, visNetwork, plyr, stringr

Depends on bnlearn, ClustOfVar, PCAmixdata, arules, zoo

See at CRAN