Pre-averaging estimators of the ex-post covariance matrix in noisy diffusion models with non-synchronous data

Kim Christensen, Silja Kinnebrock, Mark Podolskij

We show how pre-averaging can be applied to the problem of measuring the ex-post covariance of financial asset returns under microstructure noise and non-synchronous trading. A pre…