Covariance estimation with direction dependence accuracy

Pedro Abdalla, Shahar Mendelson

We construct an estimator $\hat{\Sigma }$ for covariance matrices of unknown, centred random vectors X, with the given data consisting of N independent measurements $X_1,...,X_N$ of X…