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Corporate commodity exposure: A multi-country longitudinal study 企业商品敞口:多国纵向研究
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-06-01 DOI: 10.1016/j.jcomm.2023.100329
Xu Han , Elaine Laing , Brian M. Lucey , Samuel Vigne

This paper conducts a large-scale multi-country longitudinal study and examines the extent that firms are exposed to commodity price risk in 23 OECD countries. An industry analysis reveals that all industries are significantly exposed to commodity price movements ranging between 8 and 10% except for the energy sector where 38% of firms being significantly exposed. Investigating the determinants of commodity price exposure, we report that firm size is negatively associated with commodity exposure, while the fraction of R&D expenses, leverage, country GDP, and sophistication of the financial derivatives markets are positively related to commodity price exposure.

本文进行了一项大规模的多国纵向研究,考察了23个经合组织国家的企业面临商品价格风险的程度。一项行业分析显示,除能源行业外,所有行业都面临着8%至10%的大宗商品价格波动,其中38%的公司面临着重大风险。在考察商品价格敞口的决定因素时,我们发现企业规模与商品敞口呈负相关,而R&;D支出、杠杆率、国家GDP和金融衍生品市场的成熟度和商品价格敞口呈正相关。
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引用次数: 0
The relative pricing of WTI and Brent crude oil futures: Expectations or risk premia? WTI和布伦特原油期货的相对定价:预期还是风险溢价?
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-06-01 DOI: 10.1016/j.jcomm.2022.100274
Xin Gao , Bingxin Li , Rui Liu

This paper studies the spread of Brent-WTI futures prices using a no-arbitrage term structure model with one common and two latent idiosyncratic risk factors. We document more negative risk premia for WTI than for Brent, and the differences are more pronounced at longer maturities. The expectation of future spot price dominates the risk premium in determining the term structure of Brent-WTI futures spread, especially at short maturities. The common risk premia in both markets are negative and similar, while their corresponding idiosyncratic risk premia have opposite signs. The common risk prices of WTI and Brent are generally related to the US crude commercial stock, inflation, economic uncertainty, and hedging pressure; however, idiosyncratic risk prices are more related to their corresponding local production, short rate, and the term structure factors. The variance decomposition indicates that the idiosyncratic factors account for a considerable part at longer forecast horizons in both markets.

本文使用一个无套利期限结构模型研究了布伦特WTI期货价格的价差,该模型包含一个常见和两个潜在的特殊风险因素。我们记录了WTI比布伦特原油更多的负风险溢价,而且在较长的到期日,这种差异更为明显。在确定布伦特WTI期货价差的期限结构时,对未来现货价格的预期主导着风险溢价,尤其是在短期。两个市场的共同风险溢价均为负值且相似,而其相应的特殊风险溢价则具有相反的迹象。WTI和布伦特原油的共同风险价格通常与美国原油商业存量、通货膨胀、经济不确定性和对冲压力有关;然而,特殊风险价格更多地与其相应的本地生产、短期利率和期限结构因素有关。方差分解表明,在两个市场的较长预测期内,特殊因素占了相当大的比例。
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引用次数: 0
Quantile dependencies and connectedness between stock and precious metals markets 股票和贵金属市场之间的数量依赖性和连通性
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-06-01 DOI: 10.1016/j.jcomm.2022.100284
Prachi Jain , Debasish Maitra , Ron P. McIver , Sang Hoon Kang

The paper examines the frequency-based interlinkages between stock indices and precious metals at extreme and median quantiles. It employs the quantile cross-spectral approach (Baruník and Kley, 2019) and the novel frequency quantile connectedness analysis (Chatziantoniou et al., 2021) to a sample of stocks and precious metals returns. The results show that the interdependence between equity indices and precious metals markets is contingent on the state of the market (bear, bull, or normal) and the horizon of frequency domains. Of all precious metals, the diversification benefits from gold, followed by silver, are consistently the highest for SP500 and STOXX50 and the least with palladium in most cases. The same holds when we investigate the diversification potential of precious metals for industrial sectors in the US and UK. A quantile frequency connectedness approach reveals that the diversification potential of precious metals diminishes in the long frequency horizon as coherence with stock indices becomes highly positive. The connectedness between stock indices and precious metals is high during market extremities but dampens as the market attains stability. At the same time, connectedness increases during periods of financial turmoil across all frequencies. We also document a change in the diversification role of precious metals during COVID-19.

本文考察了股指和贵金属在极端和中间分位数上基于频率的相互联系。它采用分位数交叉谱方法(Baruník和Kley,2019)和新的频率分位数连通性分析(Chatziantoniou et al.,2021)对股票和贵金属回报样本进行分析。结果表明,股票指数和贵金属市场之间的相互依赖性取决于市场的状态(熊市、牛市或正态)和频域范围。在所有贵金属中,黄金的多元化收益,其次是白银,在SP500和STOXX50中始终最高,在大多数情况下,钯的多元化收益最低。当我们调查贵金属在美国和英国工业部门的多元化潜力时,情况也是如此。分位数频率连通性方法表明,随着与股指的一致性变得高度积极,贵金属的多元化潜力在长期内减弱。股指和贵金属之间的联系在市场极端时期很高,但随着市场趋于稳定,这种联系会减弱。与此同时,在金融动荡期间,所有频率的连通性都在增加。我们还记录了新冠肺炎期间贵金属多样化作用的变化。
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引用次数: 3
Microstructure and high-frequency price discovery in the soybean complex 大豆复合体的微观结构与高频价格发现
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-06-01 DOI: 10.1016/j.jcomm.2023.100314
Xinquan Zhou , Guillaume Bagnarosa , Alexandre Gohin , Joost M.E. Pennings , Philippe Debie

We develop a theoretical framework and propose a relevant empirical analysis of the soybean-complex prices’ cointegration relationships in a high-frequency setting. We allow for heterogeneous expectations among traders on the multi-asset price dynamics and characterize the resulting market behaviour. We demonstrate that the asset prices’ autoregressive matrix rank and the speed of reversion towards the long-term equilibrium are related to the market realized and potential liquidity, unlike the cointegrating vector. Our empirical application to the soybean complex, where we control for volatility, supports our theoretical results when the price idleness of the different assets is properly accounted for. Our analysis further suggests that the presence of cointegration among assets is related to the time of day and the contract maturities traded at a given time.

我们建立了一个理论框架,并提出了在高频环境下大豆复合价格协整关系的相关实证分析。我们允许交易员对多资产价格动态的不同预期,并描述由此产生的市场行为。我们证明,与协整向量不同,资产价格的自回归矩阵秩和回归长期均衡的速度与市场实现和潜在流动性有关。当适当考虑不同资产的价格闲置时,我们对大豆复合体的实证应用支持了我们的理论结果,在大豆复合体中,我们控制了波动性。我们的分析进一步表明,资产之间存在协整关系与一天中的时间和在给定时间交易的合同到期日有关。
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引用次数: 0
Systemwide directional connectedness from Crude Oil to sovereign credit risk 从原油到主权信用风险的全系统定向联系
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-06-01 DOI: 10.1016/j.jcomm.2022.100272
Vimmy Bajaj, Pawan Kumar, Vipul Kumar Singh

This study examines the spillovers from Crude Oil price fluctuations to sovereign credit risk, proxied by CDS spreads for 16 oil exporters and importers belonging to G20. Besides measuring shocks from Crude Oil to sovereign risk, it also examined the system-wide impacts of CDS shocks to understand their magnified impacts within a system. Furthermore, the study finds the channels that have the potential to act as a carrier of shocks from Crude Oil to sovereign risk considering four country-specific and two global factors. Our study deployed Generalized Impulse Response Functions and Generalized Forecast Error Variance Decomposition for being independent of ordering. Additionally, DCC-GARCH has been applied to test the robustness of the results. Our results highlight higher spillovers to oil-exporting countries from Crude Oil when compared to oil importers, irrespective of their development stage. Interestingly, developed countries are severely impacted by net system-wide shocks from developing and oil-exporting countries. Moreover, Global factors play a dominant role in carrying the shocks from Crude Oil to sovereign risk of countries. Stock market indices are important among important domestic factors that act as carriers of shocks, and VIX is robust amongst global variables. Our results are valuable to Regulators, policymakers, portfolio managers, banks, and financial institutions for proactively planning their respective policies.

本研究考察了原油价格波动对主权信用风险的溢出效应,以20国集团16个石油进出口国的CDS利差为代表。除了衡量原油对主权风险的冲击外,它还考察了CDS冲击的全系统影响,以了解其在系统内的放大影响。此外,考虑到四个国家的具体因素和两个全球因素,该研究发现了有可能成为原油对主权风险冲击载体的渠道。我们的研究部署了广义脉冲响应函数和广义预测误差方差分解,使其与排序无关。此外,DCC-GARCH还用于测试结果的稳健性。我们的研究结果强调,与石油进口国相比,无论其发展阶段如何,原油对石油出口国的溢出效应都更高。有趣的是,发达国家受到来自发展中国家和石油出口国的全系统净冲击的严重影响。此外,全球因素在从原油到各国主权风险的冲击中发挥着主导作用。股市指数在作为冲击载体的重要国内因素中很重要,波动率指数在全球变量中很稳健。我们的研究结果对监管机构、政策制定者、投资组合经理、银行和金融机构积极规划各自的政策很有价值。
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引用次数: 4
Commodity futures hedge ratios: A meta-analysis 商品期货套期保值比率:一项荟萃分析
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-06-01 DOI: 10.1016/j.jcomm.2022.100276
Jędrzej Białkowski , Martin T. Bohl , Devmali Perera

The derivative accounting standard requires hedging to satisfy the 80–125 rule to be eligible to apply the hedge accounting treatment. This means the hedging relationship should achieve hedging effectiveness within the 80%–125% level to qualify for hedge accounting. The appropriateness of this screening criterion is questioned in the existing literature, and there is hardly any empirical evidence to justify the suitability of this threshold level of hedge effectiveness. By applying meta-analysis methodology for 1699 hedge ratios collected from previous academic studies in commodity futures hedging, we show that the average optimal hedge ratio in commodity futures hedging in the academic literature mostly overlaps with the 80–125 threshold.

衍生工具会计准则要求套期保值满足80-125规则,才有资格应用套期保值会计处理。这意味着套期关系应在80%-125%的水平内实现套期有效性,才有资格进行套期会计。现有文献对该筛选标准的适当性提出了质疑,几乎没有任何经验证据证明该套期保值有效性阈值水平的适当性。通过对以往商品期货套期保值学术研究中收集的1699个套期保值比率应用荟萃分析方法,我们发现学术文献中商品期货套期的平均最优套期保值比率大多与80-125阈值重叠。
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引用次数: 0
Currency crises in emerging countries: The commodity factor 新兴国家的货币危机:商品因素
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-06-01 DOI: 10.1016/j.jcomm.2022.100287
Vincent Bodart , Jean-François Carpantier

In this paper, we explore whether falls in commodity prices can explain the simultaneous occurrence of currency crises in emerging and developing countries. For our empirical analysis, we use a panel of 104 emerging and developing countries, covering the period 1970–2018. Our empirical investigation starts with an event study analysis, which reveals that currency crises in commodity dependent countries are preceded by commodity price growth 2 to 4 percentage points below normal. A second analysis, inspired by the literature on early warning systems, confirms this findings by showing that commodity price fluctuations are a key predictor of currency crises in commodity dependent countries. In addition, using Poisson regression analysis, we find that a 10% decrease in global commodity price indices leads to a rise of about 7% in the number of currency crises hitting commodity exporting countries.

在本文中,我们探讨了大宗商品价格下跌是否可以解释新兴国家和发展中国家同时发生的货币危机。在我们的实证分析中,我们使用了一个由104个新兴国家和发展中国家组成的小组,涵盖了1970年至2018年期间。我们的实证调查从一项事件研究分析开始,该分析表明,在依赖商品的国家发生货币危机之前,商品价格增长比正常水平低2-4个百分点。受早期预警系统文献的启发,第二项分析证实了这一发现,表明商品价格波动是依赖商品国家货币危机的关键预测因素。此外,使用泊松回归分析,我们发现全球商品价格指数下降10%会导致商品出口国遭遇的货币危机数量增加约7%。
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引用次数: 0
Financialization of commodity markets ten years later 十年后商品市场的金融化
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-06-01 DOI: 10.1016/j.jcomm.2023.100313
Wenjin Kang , Ke Tang , Ningli Wang

In this study, we examine whether the key findings in Tang and Xiong (2012) hold in the more recent sample years after their publication. We also explore the impact of financialization on different aspects of commodity futures markets in more detail. Our analysis shows that financialization leads to a significant increase of the correlation between the commodity and stock market returns. This return correlation structure change is robust to different commodity and stock market return computation methods, and is persistent for the more recent post-Tang-and-Xiong-(2012) subsample period. We find that after financialization, the importance of non-commercial traders elevates, the pairwise correlation between the indexed commodity futures increases, and the basis becomes more negative on commodity futures markets.

在这项研究中,我们检验了唐和熊(2012)的关键发现在其发表后的最近几年样本中是否成立。我们还更详细地探讨了金融化对商品期货市场不同方面的影响。我们的分析表明,金融化导致商品和股票市场回报之间的相关性显著增加。这种收益相关性结构的变化对不同的商品和股票市场收益计算方法是稳健的,并在最近的后唐和熊(2012)子样本期内持续存在。我们发现,金融化后,非商业交易者的重要性上升,指数化商品期货之间的成对相关性增加,商品期货市场的基础变得更加负面。
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引用次数: 0
Cryptocurrency uncertainty and volatility forecasting of precious metal futures markets 加密货币的不确定性和贵金属期货市场的波动预测
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-03-01 DOI: 10.1016/j.jcomm.2022.100305
Yu Wei , Yizhi Wang , Brian M. Lucey , Samuel A. Vigne

Several common properties shared by cryptocurrencies and precious metals, such as safe haven, hedge and diversification for risk assets, have been widely discussed since Bitcoin was created in 2008. However, no studies have explored whether cryptocurrency market uncertainties can help to explain and forecast volatilities in precious metal markets. By using the GARCH-MIDAS model incorporating cryptocurrency policy and price uncertainty, as well as several other commonly used uncertainty measures, this paper compares the in-sample impacts and out-of-sample predictive abilities of these uncertainties on volatility forecasts of COMEX gold and silver futures markets. The in-sample results demonstrate the significant impacts of cryptocurrency uncertainty on the volatilities of precious metal futures markets, and the out-of-sample evidence further confirms the superior predictive power of cryptocurrency uncertainty on volatility forecasting of the precious metal market. Our conclusions are robust through various model evaluation approaches based not only on predicting errors but also on forecasting directions across different forecasting time horizons.

自2008年比特币诞生以来,加密货币和贵金属共有的一些共同财产,如避险、对冲和风险资产多元化,已被广泛讨论。然而,没有研究探讨加密货币市场的不确定性是否有助于解释和预测贵金属市场的波动。通过使用包含加密货币政策和价格不确定性的GARCH-MIDAS模型,以及其他几种常用的不确定性指标,比较了这些不确定性对COMEX金银期货市场波动性预测的样本内影响和样本外预测能力。样本内结果证明了加密货币的不确定性对贵金属期货市场波动性的重大影响,样本外证据进一步证实了加密货币不确定性对贵重金属市场波动性预测的卓越预测能力。通过各种模型评估方法,我们的结论是稳健的,这些方法不仅基于预测误差,还基于不同预测时间范围内的预测方向。
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引用次数: 0
Commodity momentum: A tale of countries and sectors 大宗商品势头:国家和行业的故事
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-03-01 DOI: 10.1016/j.jcomm.2023.100315
John Hua Fan , Xiao Qiao

This paper takes a cross-country and cross-sector perspective to investigate the drivers of commodity momentum strategies. Commodity momentum strategies deployed in the U.S. and Chinese markets generate positive average returns with non-negligible correlations, but their premia are primarily local, and their return characteristics are distinct. A prevalent sector effect explains a significant fraction of momentum profits in both markets, suggesting that long-short commodity futures momentum may be riskier than previously thought. Overall, our findings suggest commodity momentum is more consistent with a risk-based explanation in U.S. markets whereas risk alone is difficult to capture the premia in China.

本文采用跨国和跨部门的视角来研究商品动量策略的驱动因素。在美国和中国市场部署的大宗商品动量策略产生了具有不可忽略相关性的正平均回报,但其溢价主要是本地的,其回报特征也很明显。普遍的行业效应解释了两个市场动量利润的很大一部分,这表明多空商品期货动量可能比之前认为的风险更大。总体而言,我们的研究结果表明,大宗商品势头与美国市场基于风险的解释更为一致,而在中国,单凭风险很难捕捉到溢价。
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引用次数: 2
期刊
Journal of Commodity Markets
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