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DESCRIPTION
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Package: ShrinkNet
Type: Package
Title: Gene network reconstruction using global-local shrinkage priors
Version: 1.0
Date: 2015-09-08
Author: Gwenael G.R. Leday <gwenael.leday@mrc-bsu.cam.ac.uk>
Maintainer: Gwenael G.R. Leday <gwenael.leday@mrc-bsu.cam.ac.uk>
Depends:
R (>= 3.1.0)
Imports:
Rcpp (>= 0.11.4),
methods,
igraph,
Matrix
Description: The present package enables the reconstruction of an undirected network
that characterizes the conditional independence structure between variables.
It implements a fast variational algorithm to approximate the posterior distributions
in the Bayesian simultaneous-equation model with global and local shrinkage priors, as
well as a selection procedure to infer the network structure.
LazyLoad: yes
License: GPL (>=2.0)
LazyData: TRUE
LinkingTo: Rcpp, RcppArmadillo
RoxygenNote: 5.0.1