Jerome H. Taylor

High‐dimensional covariance estimation for Gaussian directed acyclic graph models with given order

2019 · Wiley Interdisciplinary Reviews Computational Statistics

Abstract The covariance matrix is a fundamental quantity that helps us understand the nature of relationships among variables in a multivariate data set. Estimating the covariance matrix can be challenging in modern applications where the …