Term Structure and Risk Premiums of Commodity Futures With Linear Regressions

IF 2.3 4区 经济学 Q2 BUSINESS, FINANCE Journal of Futures Markets Pub Date : 2024-12-24 DOI:10.1002/fut.22557
Daejin Kim
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Abstract

We apply the regression-based affine term structure model to estimate the term structure of commodity futures. This model is advantageous in that it has a simple and fast algorithm, can accommodate a variety of observable and unspanned factors, and can be applied to daily and even real-time observations. The results show that the model appropriately captures time-series variations across different maturities and exhibits satisfactory performance in capturing cross-sectional variations for specific months. Furthermore, we investigate the relationship between the existing commodity risk factor returns and the risk premiums inferred by the model. Our analysis reveals that different risk factor returns explain the spot and term premiums differently. Therefore, using the advantages of the model, we can better understand the term structure and risk premiums in commodity futures.

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基于线性回归的商品期货期限结构与风险溢价
我们应用基于回归的仿射期限结构模型来估计商品期货的期限结构。该模型的优点是算法简单快速,可以适应各种可观测和不可跨越的因素,可以应用于日常甚至实时观测。结果表明,该模型能较好地捕捉不同期限的时间序列变化,并能较好地捕捉特定月份的横截面变化。进一步,我们研究了现有商品风险因子收益与模型推断的风险溢价之间的关系。我们的分析表明,不同的风险因子回报对即期溢价和定期溢价的解释不同。因此,利用模型的优势,我们可以更好地理解商品期货的期限结构和风险溢价。
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来源期刊
Journal of Futures Markets
Journal of Futures Markets BUSINESS, FINANCE-
CiteScore
3.70
自引率
15.80%
发文量
91
期刊介绍: The Journal of Futures Markets chronicles the latest developments in financial futures and derivatives. It publishes timely, innovative articles written by leading finance academics and professionals. Coverage ranges from the highly practical to theoretical topics that include futures, derivatives, risk management and control, financial engineering, new financial instruments, hedging strategies, analysis of trading systems, legal, accounting, and regulatory issues, and portfolio optimization. This publication contains the very latest research from the top experts.
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