EDISON: Software for network reconstruction and changepoint detection. 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 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.
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References in zbMATH (referenced in 1 article )
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- Nagarajan, Radhakrishnan; Scutari, Marco; Lèbre, Sophie: Bayesian networks in R. With applications in systems biology (2013)