mrfse: Markov Random Field Structure Estimator

Three algorithms for estimating a Markov random field structure.Two of them are an exact version and a simulated annealing version of a penalized maximum conditional likelihood method similar to the Bayesian Information Criterion. These algorithm are described in Frondana (2016) <doi:10.11606/T.45.2018.tde-02022018-151123>.The third one is a greedy algorithm, described in Bresler (2015) <doi:10.1145/2746539.2746631).

Getting started

Package details

AuthorRodrigo Carvalho [aut, cre], Florencia Leonardi [rev, ths]
MaintainerRodrigo Carvalho <rodrigorsdc@gmail.com>
LicenseGPL (>= 3)
Version0.4.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("mrfse")

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mrfse documentation built on Nov. 16, 2022, 5:06 p.m.