statistical games back to its original financial nature of derivatives pricing. Thus the estimation of hedge ratio is simplified … futures are not treated as financial derivatives, naïve hedge outperforms complex models. If the futures pricing theory is … taking account when hedging, computing hedge ratio by way of forecasting cost of carry, the hedge effectiveness is higher …