catnet: Categorical Bayesian Network Inference

Structure learning and parameter estimation of discrete Bayesian networks using likelihood-based criteria. Exhaustive search for fixed node orders and stochastic search of optimal orders via simulated annealing algorithm are implemented.

Package details

AuthorNikolay Balov [aut, cre] (Balov (2013) <doi:10.1214/13-EJS802>), Peter Salzman [aut]
MaintainerNikolay Balov <nhbalov@gmail.com>
LicenseGPL (>= 2)
Version1.16.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("catnet")

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catnet documentation built on Nov. 10, 2022, 5:08 p.m.