HyperparameterMove {EDISON} | R Documentation |
Make a hyperparameter move.
Description
This function makes a hyperparameter move for the information sharing prior selected (or no move if no information sharing prior is selected).
Usage
HyperparameterMove(method, network.info, GLOBvar, hyper.proposals)
Arguments
method |
The information sharing method used: |
network.info |
Network information collected using
|
GLOBvar |
Global variables used during the MCMC. |
hyper.proposals |
Proposal width for hyperparameters. |
Value
List summing up the result of the hypermove. Contains at least:
move.made |
Whether a hyperparameter move has been made. |
network.info |
The network information, possibly updated if the hyperparameter move was made and accepted. |
May contain further elements
depending on the type of information sharing prior used. See the
prior-specific functions ExpHyperMove
and
BinoHyperMove
for details.
Author(s)
Frank Dondelinger
References
For information about the information sharing priors, 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.