Da, Rui; Xiu, Dacheng - 2021
We propose a semiparametric approach to disentangling the autocovariance of equity returns at high frequency. We assume the observed price consists of an efficient component that follows a nonparametric continuous-time Ito-semimartingale, along with a market microstructure component that follows...