|Authors:||Han Yu, Janhavi Moharil, Rachael Hageman Blair|
|Title:||BayesNetBP: An R Package for Probabilistic Reasoning in Bayesian Networks|
|Abstract:||The BayesNetBP package has been developed for probabilistic reasoning and visualization in Bayesian networks with nodes that are purely discrete, continuous or mixed (discrete and continuous). Probabilistic reasoning enables a user to absorb information into a Bayesian network and make queries about how the probabilities within the network change in light of new information. The package was developed in the R programming language and is freely available from the Comprehensive R Archive Network. A shiny app with Cytoscape widgets provides an interactive interface for evidence absorption, queries, and visualizations.|
Page views:: 3145. Submitted: 2017-05-12. Published: 2020-06-30.
BayesNetBP: An R Package for Probabilistic Reasoning in Bayesian Networks
This work is licensed under the licenses
Paper: Creative Commons Attribution 3.0 Unported License
Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license.