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 <fdondelinger.work@gmail.com>
Package repositoryView on CRAN
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EDISON documentation built on May 2, 2019, 2:39 a.m.