Package: BDgraph
Type: Package
Title: Graph estimation based on birth-death MCMC approach
Version: 2.8
Date: 2013-02-04
Author: Abdolreza Mohammadi and Ernst Wit
Depends: R (>= 3.0.0), huge, Matrix, igraph
Maintainer: Abdolreza Mohammadi <a.mohammadi@rug.nl>
Description: 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.
License: GPL (>= 3)
URL: http://www.math.rug.nl/stat/Main/Research
Packaged: 2014-05-29 12:22:52 UTC; reza
Repository: CRAN
Date/Publication: 2014-05-29 15:11:38
NeedsCompilation: no