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


Author  Frank Dondelinger, Sophie Lebre 
Date of publication  20160330 21:04:12 
Maintainer  Frank Dondelinger <[email protected]> 
License  GPL2 
Version  1.1.1 
Package repository  View on CRAN 
Installation 
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