Posterior Graph Selection and Estimation Consistency for High-dimensional Bayesian DAG Models

Xuan Cao, Kshitij Khare, Malay Ghosh

Covariance estimation and selection for high-dimensional multivariate datasets is a fundamental problem in modern statistics. Gaussian directed acyclic graph (DAG) models are a pop…