Large covariance matrix estimation via penalized log-det heuristics

Enrico Bernardi, Matteo Farnè

This paper provides a comprehensive estimation framework for large covariance matrices via a log-det heuristics augmented by a nuclear norm plus ${\ell }_1$-norm penalty. We develop…