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.

Package details

AuthorFrank Dondelinger, Sophie Lebre
MaintainerFrank Dondelinger <[email protected]>
LicenseGPL-2
Version1.1.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("EDISON")

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EDISON documentation built on May 29, 2017, 3:51 p.m.