基于Schwartz(1997)的随机便利收益多因素模型的鱼池市场分析

C. Ewald, Roy Nawar, Ruolan Ouyang, T. Siu
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引用次数: 3

摘要

使用流行的Schwartz 97双因素方法,我们研究了新鲜养殖鲑鱼的未来合约,这些鲑鱼自2006年以来一直在挪威的鱼池市场活跃交易。这种方法的特点是鲑鱼现货价格的随机方便产量。我们使用第一原理将这种方法与关于鱼类养殖和水产养殖的经典文献联系起来,首先对鲑鱼养殖的总体生产过程进行建模,然后使用具有代表性的消费者的柯布-道格拉斯效用函数对需求进行建模。该模型采用卡尔曼滤波的方法,利用2006年6月12日至2012年3月22日在Fish Pool交易的不同期限合约的丰富数据集进行估计。然后在其他商品市场的背景下讨论结果,特别是作为替代品的活牛。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Analysis of the Fish Pool Market in the Context of Schwartz' (1997) Multifactor Model with Stochastic Convenience Yield
Using the popular Schwartz 97 two-factor approach, we study future contracts written on fresh farmed salmon, which have been actively traded at the Fish Pool Market in Norway since 2006. This approach features a stochastic convenience yield for the salmon spot price. We connect this approach with the classical literature on fish-farming and aquaculture using first principles, starting by modeling the aggregate salmon farming production process and modeling the demand using a Cobb-Douglas utility function for a representative consumer. The model is estimated by means of Kalman filtering, using a rich data set of contracts with different maturities traded at Fish Pool between 12/06/2006 and 22/03/2012. The results are then discussed in the context of other commodity markets, specifically live cattle which acts as a substitute.
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