Additive Bayesian Network Modeling with the R Package abn

Additive Bayesian Network Modeling with the R Package abn

The R package abn is designed to fit additive Bayesian network models to observational datasets and contains routines to score Bayesian networks based on Bayesian or information theoretic formulations of generalized linear models. It is equipped with exact search and greedy search algorithms to sele...

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Bibliographic Details
Main Authors: Gilles Kratzer, Fraser Lewis, Arianna Comin, Marta Pittavino, Reinhard Furrer
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2023-01-01
Series:Journal of Statistical Software
Subjects:
structure learning
graphical models
greedy and exact search
scoring algorithm
glm
graph theory
r
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/3840

Internet

https://www.jstatsoft.org/index.php/jss/article/view/3840

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