NetworkRatioBino {EDISON}

Calculates the ratio of binomial prior probabilites.

Description

This function calculates the ratio of binomial prior probabilities of two networks.

Usage

NetworkRatioBino(network.info, node.sharing)

Arguments

network.info

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

node.sharing

Type of coupling of hyperparameters among nodes: 'hard' or 'soft'.

Value

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

Author(s)

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.

See Also

NetworkProbBino, CalculatePriorRatio