Estimating Hierarchically Rank Structured Covariance Matrices

Robin Armstrong, Anil Damle, Samuel E. Otto

We consider the problem of estimating a high-dimensional covariance matrix from a very limited number of samples. This problem is ubiquitous in computational fluid dynamics, where…