Optimal estimation of functionals of high-dimensional mean and covariance matrix

Jianqing Fan, Haolei Weng, Yifeng Zhou

Motivated by portfolio allocation and linear discriminant analysis, we consider estimating a functional ${\mu }^T{\mathbf{\Sigma }}^{-1}\mu$ involving both the mean vector $\mathbfμ…