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 |
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_1.1.tgz, r-oldrel: EDISON_1.1.tgz |
OS X Mavericks binaries: | r-release: EDISON_1.1.tgz |
Old sources: | EDISON archive |