Measuring actual daily volatility from high frequency intraday returns of the S&P futures and index observations
10min frequency RV series are utilized for the volatility forecasts. The most accurate forecasts are based on the RV series of the futures returns. The series of the filtered returns improve efficiency of the forecasts.
ar(fi)ma model realized volatility high frequency observations skewed distribution