Commodity correlation risk

IF 4.5 4区 经济学 Q1 BUSINESS, FINANCE Journal of Commodity Markets Pub Date : 2025-06-01 Epub Date: 2025-03-27 DOI:10.1016/j.jcomm.2025.100473
Joseph P. Byrne , Ryuta Sakemoto
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Abstract

It is widely observed that primary commodity prices comove. A parallel literature asserts that correlation risk matters for financial returns. Our novel study connects these topics and presents evidence that commodity correlation risk is both non-constant and important for returns. We reconsider therefore the relationship between primary commodities, risk and macro fundamentals, utilising methods that account for parameter uncertainty and stochastic volatility. We show that correlation risk is positively related to commodity returns and the strongest impact of risk upon return is more recent. We also demonstrate that commodity correlation risk is strongly counter-cyclical, correlation risk predicts returns, our risk measure is unrelated to other risk/uncertainty measures, and that correlation risk is linked to commodity financialization.
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商品相关风险
人们普遍认为,初级商品的价格是上涨的。一项平行文献断言,相关风险对财务回报很重要。我们的新研究将这些主题联系起来,并提供证据表明,商品相关风险既是非恒定的,也是重要的回报。因此,我们利用考虑参数不确定性和随机波动的方法,重新考虑初级商品、风险和宏观基本面之间的关系。我们表明,相关风险与商品收益呈正相关,风险对收益的最大影响是最近的。我们还证明了商品相关风险具有很强的逆周期性,相关风险预测收益,我们的风险度量与其他风险/不确定性度量无关,并且相关风险与商品金融化有关。
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来源期刊
CiteScore
5.70
自引率
2.40%
发文量
53
期刊介绍: The purpose of the journal is also to stimulate international dialog among academics, industry participants, traders, investors, and policymakers with mutual interests in commodity markets. The mandate for the journal is to present ongoing work within commodity economics and finance. Topics can be related to financialization of commodity markets; pricing, hedging, and risk analysis of commodity derivatives; risk premia in commodity markets; real option analysis for commodity project investment and production; portfolio allocation including commodities; forecasting in commodity markets; corporate finance for commodity-exposed corporations; econometric/statistical analysis of commodity markets; organization of commodity markets; regulation of commodity markets; local and global commodity trading; and commodity supply chains. Commodity markets in this context are energy markets (including renewables), metal markets, mineral markets, agricultural markets, livestock and fish markets, markets for weather derivatives, emission markets, shipping markets, water, and related markets. This interdisciplinary and trans-disciplinary journal will cover all commodity markets and is thus relevant for a broad audience. Commodity markets are not only of academic interest but also highly relevant for many practitioners, including asset managers, industrial managers, investment bankers, risk managers, and also policymakers in governments, central banks, and supranational institutions.
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