This paper provides a review which focuses on forecasting using statistical/econometric methods designed for dealing with large data sets.

Daily futures returns on six important commodities are found to be well described as FIGARCH fractionally integrated volatility processes, with small departures from the martingale in mean property. The paper also analyzes several years of high frequency intra day commodity futures returns and...