CollectNetworkInfo: Collects all the network information in one list.

In EDISON: Network Reconstruction and Changepoint Detection

Description

This function collects information about the current network segments and hyperparameters for the information sharing priors.

Usage

CollectNetworkInfo(Sall, Eall, prior.params, posPhase, target, q, self.loops, k)

Arguments

Sall	Structure of all segments. A list of length q, where each element is a K_i by q matrix containing the parents for the current node in each of the K_i segments.
Eall	Positions of segment boundaries. A list of length q, where each element is a vector containing the segment boundaries for the current parent node.
prior.params	The hyperparameters of the information sharing prior (if applicable).
posPhase	The segment being changed.
target	The target parent node whose edge is being changed.
q	The total number of nodes in the network.
self.loops	Whether self-loops are allowed in the network.
k	The level-2 hyperparameter for the exponential prior.

Value

The function returns a list with the following elements:

nets	The structure of all segments, a list of length K where K is the total number of segments over all nodes.
segment	Identical to posPhase.
target.nets	Identical to Sall.
prior.params	Identical to prior.params.
self.loops	Identical to self.loops.
k	Identical to k.
new.nets	Dummy variable for holding the proposed network in a network structure move. Originally identical to variable nets.

Author(s)

Frank Dondelinger

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