the conditional volatility of eight heavily traded Chinese futures contracts. Additionally, VAR models in conjunction with …-lag relationship between speculative activity and returns volatility. For most of the commodities, we find a positive influence of the … speculation ratio on conditional volatility. The results relying on the hedging ratio are inconclusive …