title: Enumerating the decomposable neighbours of a decomposable graph under a simple perturbation scheme.
abstract: Given a decomposable graph, we characterize and enumerate the set of pairs of vertices whose connection or disconnection results in a new graph that is also decomposable. We discuss the relevance of this results to Markov chain Monte Carlo methods that sample or optimize over the space of decomposable graphical models according to probabilities determined by a posterior distribution given observed multivariate data.
authors.affiliation: Department of Biomedical Informatics, University of Utah.
authors.forename: Alun
authors.initials: A
authors.lastname: Thomas
authors.forename: Peter J
authors.initials: PJ
authors.lastname: Green