Bayesian Covariance Matrix Estimation using a Mixture of Decomposable Graphical Models

Helen Armstrong, Christopher K. Carter, Kevin F. Wong +1

A Bayesian approach is used to estimate the covariance matrix of Gaussian data. Ideas from Gaussian graphical models and model selection are used to construct a prior for the covar…