NetworkProbBino: Calculates the prior probability of the network segments...
In EDISON: Network Reconstruction and Changepoint Detection

Description Usage Arguments Value Author(s) References See Also

This function calculates the (log) probability of the network segments using the binomial information sharing prior.

1	NetworkProbBino(network.info, node.sharing = "soft")

`network.info`	Network information collected by function `CollectNetworkInfo`.
`node.sharing`	Coupling of hyperparameters among nodes: `'hard'` or `'soft'`.

Returns the log prior probability of the network segments under the binomial prior.

Frank Dondelinger

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.

NetworkRatioBino, CalculatePriorRatio

EDISON documentation built on May 2, 2019, 2:39 a.m.