De Lira Salvatierra, Irving; Patton, Andrew J. - In: Journal of Empirical Finance 30 (2015) C, pp. 120-135
This paper proposes a new class of dynamic copula models for daily asset returns that exploits information from high frequency (intra-daily) data. We augment the generalized autoregressive score (GAS) model of Creal et al. (2013) with high frequency measures such as realized correlation to...