Baruník, Jozef; Èech, František - Institut ekonomických studií, Univerzita Karlova v Praze - 2014
We introduce a methodology for dynamic modelling and forecasting of realized covariance matrices based on generalization of the heterogeneous autoregressive model (HAR) for realized volatility. Multivariate extensions of popular HAR framework leave substantial information unmodeled in residuals....