| NetworkProbExp {EDISON} | R Documentation |
This function calculates the log prior probability of the network structure. It uses the exponential information sharing prior.
NetworkProbExp(network.info)
network.info |
Network information collected using the function
|
Returns the log prior probability of the network segments.
Frank Dondelinger
For information about the exponential 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.
NetworkRatioExp, CalculatePriorRatio