Corsi, Fulvio; Kretschmer, Uta; Mittnik, Stefan; … - Center for Financial Studies - 2005
Using unobservable conditional variance as measure, latent–variable approaches, such as GARCH and stochastic … “observable” or realized volatility series from intraday transaction data, the use of standard time series models, such as ARFIMA … residuals of the commonly used time–series models for realized volatility exhibit non–Gaussianity and volatility clustering. We …