This function calculates the (log) probability of the network segments using the binomial information sharing prior.
NetworkProbBino(network.info, node.sharing = "soft")
Network information collected by function
Coupling of hyperparameters among nodes:
Returns the log prior probability of the network segments under the binomial prior.
For information about the binomial information sharing prior, see:
Husmeier et al. (2010), "Inter-time segment information sharing for non-homogeneous dynamic Bayesian networks", NIPS.
Dondelinger et al. (2012), "Non-homogeneous dynamic Bayesian networks with Bayesian regularization for inferring gene regulatory networks with gradually time-varying structure", Machine Learning.