A Bartlett-type correction for likelihood ratio tests with application to testing equality of Gaussian graphical models

Abstract

This work defines a new correction for the likelihood ratio test for a two-sample problem within the multivariate normal context. This correction applies to decomposable graphical models, where testing equality of distributions can be decomposed into lower dimensional problems.