Calculates the ratio of exponential network prior probabilities.

Description

This function calculates the ratio of exponential network information sharing prior probabilities.

Usage

1
NetworkRatioExp(network.info)

Arguments

network.info

Network information collected using the function CollectNetworkInfo. Note that network.info$new.nets has to be set.

Value

Returns the ratio [prior of new network]/[prior of old network].

Author(s)

Frank Dondelinger

References

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.

See Also

NetworkProbExp, CalculatePriorRatio

Want to suggest features or report bugs for rdrr.io? Use the GitHub issue tracker.