Estimation of smooth functionals of covariance operators: jackknife bias reduction and bounds in terms of effective rank

Vladimir Koltchinskii

Let $E$ be a separable Banach space and let $X,X_1,\dots ,X_n,\dots$ be i.i.d. Gaussian random variables taking values in $E$ with mean zero and unknown covariance operator $Σ: E…