New challenges in covariance estimation: multiple structures and coarse quantization

Johannes Maly, Tianyu Yang, Sjoerd Dirksen +2

In this self-contained chapter, we revisit a fundamental problem of multivariate statistics: estimating covariance matrices from finitely many independent samples. Based on massive…