BDgraph (2.11)
Graph estimation based on birth-death MCMC approach.
http://www.math.rug.nl/stat/Main/Research
http://cran.r-project.org/web/packages/BDgraph
This package provides a Bayesian methodology for structure learning in undirected graphical models. Our Bayesian methodology is based on birth-death Markov chain Monte Carlo (BDMCMC) algorithm which is the main function with the name 'bdgraph'. The main target of this package is high-dimensional data analysis wherein usually p >> n. The computation is memory-optimized using the sparse matrix output.
Maintainer:
Abdolreza Mohammadi
Author(s): Abdolreza Mohammadi and Ernst Wit
License: GPL (>= 3)
Uses: igraph, Matrix
Reverse depends: bmixture, ssgraph
Reverse suggests: BayesSUR
Released about 5 years ago.
