EDISON: Network Reconstruction and Changepoint Detection

Package EDISON (Estimation of Directed Interactions from Sequences Of Non-homogeneous gene expression) runs an MCMC simulation to reconstruct networks from time series data, using a non-homogeneous, time-varying dynamic Bayesian network. Networks segments and changepoints are inferred concurrently, and information sharing priors provide a reduction of the inference uncertainty.

Version: 1.1
Depends: corpcor, MASS
Suggests: testthat
Published: 2014-09-14
Author: Frank Dondelinger, Sophie Lebre
Maintainer: Frank Dondelinger <fdondelinger.work at gmail.com>
License: GPL-2
NeedsCompilation: no
Citation: EDISON citation info
CRAN checks: EDISON results

Downloads:

Reference manual: EDISON.pdf
Package source: EDISON_1.1.tar.gz
Windows binaries: r-devel: EDISON_1.1.zip, r-release: EDISON_1.1.zip, r-oldrel: EDISON_1.1.zip
OS X Snow Leopard binaries: r-release: EDISON_1.0.tgz, r-oldrel: EDISON_1.0.tgz
OS X Mavericks binaries: r-release: EDISON_1.1.tgz
Old sources: EDISON archive