Network Reconstruction and Changepoint Detection
Description
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.