3Unfortunately due to the fact that the intraday data are copyrighted, we are not allowed to provide this dataset. However, all the results reported here have been obtained by running the examples files on the simulated dataset 5-min-ret.in7. The simulated data is such that its intraday volatility closely matches the pattern of the EUR/USD.