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Pricing and hedging of long-term futures and forward contracts by a three-factor model

机译:通过三因素模型对长期期货和远期合约进行定价和对冲

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This paper demonstrates the pricing and hedging efficiency of a three-factor stochastic mean reversion Gaussian model of commodity prices using oil and copper futures and forward contracts. The model is estimated using NYMEX WTI (light sweet crude oil) and LME Copper futures prices and is shown to fit the data well. Furthermore, it shows how to hedge based on a three-factor model and confirms that using three different futures contracts to hedge long-term contracts outperforms the traditional parallel hedge based on a single futures position by time series data and simulation. It also finds that the three-factor model outperforms the two-factor version with respect to the replication of actual term structures and that stochastic mean reversion models outperform constant mean reversion models in Out of Sample hedges.
机译:本文展示了使用石油和铜期货以及远期合约的商品价格的三因素随机均值回归高斯模型的定价和对冲效率。该模型是使用NYMEX WTI(轻质低硫原油)和LME铜期货价格估算的,并很好地拟合了数据。此外,它还展示了如何基于三因素模型进行对冲,并通过时间序列数据和模拟证明了使用三种不同的期货合约对冲长期合约的表现要优于传统的基于单个期货头寸的并行对冲。它还发现,就实际术语结构的复制而言,三因素模型优于两因素模型,而在“样本外”对冲中,随机均值回归模型的表现优于常数均值回归模型。

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