Nolte, Ingmar; Vasios, Michalis; Voev, Valeri; Xu, Qi - 2019
We propose a least squares regression framework for the estimation of the realized covariation matrix using high frequency data. The new estimator is robust to market microstructure noise (MMS) and non-synchronous trading. Comprehensive simulation and empirical analysis show that our estimator...