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.

Documentation

Manual: EDISON.pdf
Vignette: None available.

Maintainer: Frank Dondelinger <fdondelinger.work at gmail.com>

Author(s): Frank Dondelinger, Sophie Lebre

Install package and any missing dependencies by running this line in your R console:

install.packages("EDISON")

Depends corpcor, MASS
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bgsmtr
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Package EDISON
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Version 1.1.1
Published 2016-03-30
License GPL-2
BugReports
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NeedsCompilation no
Citation
CRAN checks EDISON check results
Package source EDISON_1.1.1.tar.gz