We develop a method for bias correction, which models the error of the target estimator as a function of the corresponding estimator obtained from bootstrap samples ...
This paper proposes a novel shrinkage estimator for high-dimensional covariance matrices by extending the Oracle Approximating Shrinkage (OAS) of Chen et al. (2009) to target the diagonal elements of ...