Nonasymptotic estimation and support recovery for high dimensional sparse covariance matrices

Adam B Kashlak, Linglong Kong

We propose a general framework for nonasymptotic covariance matrix estimation making use of concentration inequality-based confidence sets. We specify this framework for the estima…