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.
|Author||Frank Dondelinger, Sophie Lebre|
|Maintainer||Frank Dondelinger <[email protected]>|
|Package repository||View on CRAN|
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