三文鱼期货市场:基于Schwartz多因素模型的Fish Pool实证分析

The market for salmon futures: an empirical analysis of the Fish Pool using the Schwartz multi-factor model

Quantitative Finance · 2016
被引 11
ABS 3

中文导读

使用Schwartz两因素模型研究挪威Fish Pool市场自2006年交易的新鲜养殖三文鱼期货合约,将随机便利收益与水产养殖生产及需求模型结合,通过卡尔曼滤波估计并与其他商品市场对比。

Abstract

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 modelling the aggregate salmon farming production process and modelling 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 June 2006 and 22 June 2012. The results are then discussed in the context of other commodity markets, specifically for live cattle which acts as a substitute.

期货市场大宗商品定价水产养殖经济学金融经济学