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Commodity prices under the threat of operational disruptions: Labor strikes at copper mines 运营中断威胁下的大宗商品价格:铜矿工人罢工
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-10-17 DOI: 10.1016/j.jcomm.2023.100365
Viviana Fernandez , Boris Pastén-Henríquez , Pablo Tapia-Griñen , Rodrigo Wagner

The threat of short-term supply disruptions may matter for commodity prices, although their magnitude is hard to detect, for example due to anticipation, storage and to the relatively short duration of disruption events. This article explores global commodity returns for copper around labor strikes in Chile mines between 1910 and 2010. In the five days around strikes, copper display cumulative abnormal returns (CAR) close to 200 basis points (bps). Consistent with the threat of supply disruptions, the effect comes almost fully from strikes at larger mines (CAR≈ 500 bps). Moreover, the price-increasing effect of strikes is stronger when copper inventories are scarce, as measured by the interest-adjusted basis. Despite strikes being transitory events, we also find a mirroring appreciation of the USD/CLP commodity currency.

短期供应中断的威胁可能对商品价格产生影响,尽管由于预期、储存和中断事件持续时间相对较短等原因,其程度难以察觉。本文探讨了1910年至2010年智利矿山工人罢工前后铜的全球商品回报。在罢工前后的5天里,铜的累计异常收益率(CAR)接近200个基点。与供应中断的威胁一致,影响几乎完全来自大型矿山的罢工(CAR≈500 bps)。此外,按利率调整后的基准衡量,当铜库存不足时,罢工的涨价效应更强。尽管罢工是暂时的事件,但我们也发现了美元/人民币商品货币的镜像升值。
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引用次数: 0
Diversification benefits of commodities in portfolio allocation: A dynamic factor copula approach 投资组合配置中的商品多元化收益:一个动态因子联结方法
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-10-16 DOI: 10.1016/j.jcomm.2023.100363
Michael Gaete, Rodrigo Herrera

This study provides a thorough analysis of the dynamics of volatility and dependence among seven international equity and 20 commodity markets across different sectors, highlighting the hedging role played by the latter. We explain volatility using a specification that distinguishes between the short and long terms. At the same time, the dependence structure is modeled through a time-varying conditional factor copula model, which can be split into commodity sectors such that there is homogeneous dependence within each sector. The dynamic of both models is captured through a score-driven specification. Moreover, we solve the risk-averse portfolio selection to determine the existence of diversification benefits when constructing portfolios comprising commodities and stock markets. The main results of the study show that the dependence between the commodity and equity markets is variable over time. The best strategy in the minimum variance portfolio is obtained by incorporating a mix of commodities into the stock market portfolio, especially industrial metals. Furthermore, the factor copula approach is the best specification in terms of the Sharpe ratio independent of portfolio settings.

本研究对7个国际股票和20个不同行业的商品市场的波动性和依赖性的动态进行了全面分析,突出了后者所起的对冲作用。我们使用区分短期和长期的规范来解释波动性。同时,通过时变条件因子联结模型对依赖结构进行建模,该模型可划分为商品部门,使各部门之间存在同质依赖关系。这两个模型的动态是通过分数驱动的规范捕获的。此外,在构建由商品和股票市场组成的投资组合时,我们求解了风险厌恶型投资组合选择,以确定是否存在多样化收益。研究的主要结果表明,商品和股票市场之间的依赖关系随着时间的推移是可变的。最小方差投资组合的最佳策略是在股票市场投资组合中加入多种商品,特别是工业金属。此外,就独立于投资组合设置的夏普比率而言,因子联结方法是最佳规范。
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引用次数: 0
Dynamic and asymmetric connectedness in the global “Carbon-Energy-Stock” system under shocks from exogenous events 外生事件冲击下全球“碳-能源储备”系统的动态非对称连通性
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-10-11 DOI: 10.1016/j.jcomm.2023.100366
Ming-Yuan Yang , Zhanghangjian Chen , Zongzheng Liang , Sai-Ping Li

In this paper, by using the time-varying parameter vector autoregression model (TVP-VAR) with the asymmetric connectedness indicator and network diagrams, we investigate the dynamic and asymmetric return connectedness in the global “Carbon-Energy-Stock” system, including carbon markets and stock markets of the three largest economies, namely the United States, European Union and China, and fossil energies of crude oil and natural gas under exogenous shocks. Our study shows that (i) the risk spillover level of the global system has significantly increased after the outbreak of two exogenous events, the COVID-19 pandemic and the Russo-Ukrainian war, and the global shock from the COVID-19 pandemic has more widespread and greater impact on the system than the geopolitical shock from the Russo-Ukrainian war, (ii) the global “Carbon-Energy-Stock” system is more sensitive to negative information on price returns than positive information, and the asymmetry of the connectedness is much larger when the system is active and in the presence of exogenous shocks, (iii) risks in the global “Carbon-Energy-Stock” system usually transformed from stock markets, especially the stock markets of the United States and European Union, to the carbon markets. These findings provide valuable guidance and have economic implications for both investors and policymakers worldwide.

本文采用具有非对称连通性指标和网络图的时变参数向量自回归模型(tpv -var),研究了外源冲击下全球“碳-能源-存量”系统(包括美国、欧盟和中国三大经济体的碳市场和股票市场)以及原油和天然气化石能源的动态和非对称回报连通性。我们的研究表明:(1)在新冠肺炎大流行和俄乌战争这两个外生事件爆发后,全球体系的风险溢出水平显著提高,并且新冠肺炎大流行的全球冲击比俄乌战争的地缘政治冲击对系统的影响更广泛和更大;(2)全球“碳-能源-存量”系统对价格收益的负面信息比正面信息更敏感。(3)全球“碳-能源-存量”系统的风险通常从股票市场,特别是美国和欧盟的股票市场向碳市场转移。这些发现为全世界的投资者和政策制定者提供了有价值的指导,并具有经济意义。
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引用次数: 0
Hedging with futures during nonconvergence in commodity markets 在商品市场非收敛期间用期货对冲
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-10-11 DOI: 10.1016/j.jcomm.2023.100364
Alankrita Goswami , Berna Karali , Michael K. Adjemian

Hedging in grain futures markets offers market participants the opportunity to mitigate the price risk in spot markets by taking offsetting positions in futures. The performance of a traditional minimum variance hedge ratio (MVHR) relies on the correlation between the spot and futures price changes. During 2005–2010, delivery-location cash prices for several crops decoupled from the prices for their related expiring futures contracts—raising concerns over the hedging effectiveness of these contracts. We investigate how short hedgers, like farmers, performed during periods with and without convergence in corn, soybean, and wheat markets. We show that, ex post, MVHR, often does not minimize the variance of wheat producers’ profits during nonconvergence when compared to a range of other hedging choices. We also find that the performance of MVHR weakens during years with low carryover. We further assess hedging performance of MVHR and other hedge ratios in achieving higher net selling prices, and find that nonconvergence particularly impairs their performance in the wheat market where the nonconvergence anomaly was the most prominent. Taken together, our results raise questions on the role of futures markets as risk management tools during nonconvergence episodes regardless of how the hedge ratio is chosen.

谷物期货市场的对冲为市场参与者提供了通过在期货中建立对冲头寸来减轻现货市场价格风险的机会。传统的最小方差对冲比率(MVHR)的表现依赖于现货和期货价格变化之间的相关性。2005年至2010年期间,几种作物的交割地点现金价格与相关到期期货合约的价格脱钩,引发了人们对这些合约对冲效果的担忧。我们调查了像农民一样的空头套期保值者在玉米、大豆和小麦市场趋同和不趋同时期的表现。我们表明,事后,与一系列其他对冲选择相比,MVHR通常不会使小麦生产者在非收敛期间的利润方差最小化。我们还发现,在低结转年份,MVHR的性能会减弱。我们进一步评估了MVHR和其他对冲比率在实现更高净销售价格方面的对冲表现,并发现非收敛性特别损害了它们在非收敛异常最突出的小麦市场的表现。综上所述,我们的研究结果提出了关于期货市场在非收敛时期作为风险管理工具的作用的问题,无论对冲比率是如何选择的。
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引用次数: 0
The evolution of commodity market financialization: Implications for portfolio diversification 商品市场金融化的演变:对投资组合多样化的影响
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-09-21 DOI: 10.1016/j.jcomm.2023.100360
Renée Fry-McKibbin, Kate McKinnon

The financialization of commodity markets is a well-documented phenomenon spurred by the massive growth of institutional funds directed into commodity indices from the mid-2000s. More recent research suggests that a subsequent era of de-financialization has coincided with the retreat of institutional investors. This paper uses a latent factor model to examine the dynamic impact of commodity market financialization on spot currency, commodity and equity market linkages, focusing on countries with ‘commodity currencies’. The financialization period is characterized by increased interdependence of non-oil and oil commodity markets with each other and with other asset markets, implying reduced diversification potential. We find that commodity markets have become more highly interconnected with currency and equity markets of the large commodity exporters over the most recent sub-sample. We suggest that apparent de-financialization may be attributable to contagion effects from global crisis events, including the Great Recession and the European Debt Crisis of 2012.

大宗商品市场的金融化是一个有充分证据证明的现象,这一现象是由2000年代中期以来大量机构资金流入大宗商品指数所推动的。最近的研究表明,随后的去金融化时代恰逢机构投资者的撤退。本文使用潜在因素模型来考察商品市场金融化对现货货币、商品和股票市场联系的动态影响,重点关注拥有“商品货币”的国家。金融化时期的特点是非石油和石油商品市场彼此之间以及与其他资产市场之间的相互依赖增加,这意味着多样化的潜力减少。我们发现,在最近的子样本中,大宗商品市场与大宗商品出口国的货币和股票市场的联系更加紧密。我们认为,明显的去金融化可能归因于全球危机事件的传染效应,包括大衰退和2012年的欧洲债务危机。
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引用次数: 0
The Fortune and crash of common risk factors in Chinese commodity markets 中国大宗商品市场常见风险因素的兴衰
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-09-15 DOI: 10.1016/j.jcomm.2023.100362
Hemei Li , Zhenya Liu , Yuqian Zhao

This paper investigates the performance of nine commonly discussed market anomalies in the Chinese commodity market. By studying a data sample from 2005 to 2020, we find the common risk factors associated with term structure and momentum anomalies effectively explain the cross-sectional excess returns and generate profitable sorting portfolios. Meanwhile, we empirically demonstrate that the term structure and momentum risk factors significantly crash during periods of high market stress, although they bring overall good outperformance in out-of-sample. We attribute these crashes to high time-varying volatility. Inspired by the augmented momentum crash strategy of Daniel and Moskowitz (2016), we construct augmented term structure and momentum risk factors to improve their performances in the Chinese commodity futures market. The out-of-sample Sharpe ratios of the term structure and momentum risk factors increase from 0.75 to 1.08 and from 0.66 to 0.77, respectively. In particular, both risk factors exhibit over 100% increments in out-of-sample Sharpe ratios during bear markets.

本文研究了中国商品市场中常见的九种市场异常的表现。通过研究2005 - 2020年的数据样本,我们发现与期限结构和动量异常相关的常见风险因素有效地解释了横截面超额收益,并产生了有利可图的分类投资组合。同时,我们实证证明期限结构和动量风险因素在高市场压力时期显著崩溃,尽管它们在样本外带来了整体良好的表现。我们将这些崩溃归因于高时变波动性。受Daniel和Moskowitz(2016)的增强型动量崩盘策略的启发,我们构建了增强型期限结构和动量风险因素,以提高它们在中国商品期货市场的表现。期限结构和动量风险因素的样本外夏普比率分别从0.75上升到1.08和从0.66上升到0.77。特别是,在熊市期间,这两个风险因素在样本外夏普比率上都表现出超过100%的增量。
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引用次数: 0
Exploring volatility of crude oil intraday return curves: A functional GARCH-X model 探讨原油日内收益曲线的波动性:一个函数GARCH-X模型
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-09-15 DOI: 10.1016/j.jcomm.2023.100361
Gregory Rice , Tony Wirjanto , Yuqian Zhao

Crude oil intraday return curves collected from commodity futures markets often appear to be serially uncorrelated and long-range conditionally heteroscedastic. We model this stylised feature with a newly proposed functional GARCH-X model and use it to forecast crude oil intraday volatility. The predicted intraday volatility provides important economic implications in crude oil commodity futures markets in both intraday risk management and utility benefits improvements. The functional GARCH-X model provides a remarkable correction to modelling crude oil volatility in terms of an in-sample fitting, although its out-of-sample performances in forecasting intraday risk measures do not appear to be significantly superior to that of the existing functional GARCH(1,1) model. However, the FGARCH-X model, with its flexibility to capture long-range dependence and potential seasonality, does confer substantial economic benefits by embedding inter-daily volatility forecasts. Methodologically, we show that the new model has a well-behaved stationary solution, and we also address the inherent and critical issues associated with the estimation of functional volatility models by introducing novel data-driven, non-negative and predictive basis functions in the estimation process.

从商品期货市场收集的原油日内收益曲线往往表现为序列不相关和长期条件异方差。我们用新提出的函数GARCH-X模型对这种风格化特征进行建模,并用它来预测原油的日内波动。预测的日内波动率在原油期货市场的日内风险管理和效用效益改善方面提供了重要的经济含义。函数GARCH- x模型在样本内拟合方面对原油波动率建模提供了显著的校正,尽管其在预测日内风险度量方面的样本外性能似乎并不明显优于现有的函数GARCH(1,1)模型。然而,FGARCH-X模型具有捕捉长期依赖性和潜在季节性的灵活性,通过嵌入每日波动率预测,确实带来了巨大的经济效益。在方法上,我们表明新模型具有良好的平稳解,并且我们还通过在估计过程中引入新颖的数据驱动,非负和预测基函数来解决与功能波动率模型估计相关的固有和关键问题。
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引用次数: 3
What moves commodity terms-of-trade? Evidence from 178 countries 是什么影响了商品贸易条件?来自178个国家的证据
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-09-11 DOI: 10.1016/j.jcomm.2023.100359
Yousef Makhlouf , Neil M. Kellard , Dmitri Vinogradov

Despite the important impact of commodity terms-of-trade (CTOT) on GDP growth, child mortality rates and public debt, little is known about its determinants. Using data from 178 countries (grouped according to their commodity export-import structure) over the period 1962 to 2020, we examine the short-and long-run effects of global economic activity, OECD and emerging markets growth, the exchange rate of U.S. dollar, stock price volatility and real interest rates on CTOT growth. We demonstrate their typical asymmetric effect on exporters and importers, and show, for example, that the exchange rate of the U.S. dollar also exhibits opposite effects over the short and long run due to inelastic commodity demand. We find that the growth of emerging market economies provides the most universal and consistent effect across all of our subsamples (i.e., energy and non-energy exporters and importers) - this latter point underscores the contemporary global importance of developing countries' growth.

尽管商品贸易条件(CTOT)对国内生产总值增长、儿童死亡率和公共债务有重要影响,但人们对其决定因素知之甚少。利用来自178个国家(根据其商品进出口结构分组)在1962年至2020年期间的数据,我们检验了全球经济活动、经合组织和新兴市场增长、美元汇率、股价波动和实际利率对CTOT增长的短期和长期影响。我们展示了它们对出口商和进口商的典型不对称影响,并表明,例如,由于非弹性商品需求,美元汇率在短期和长期也表现出相反的影响。我们发现,新兴市场经济体的增长在我们所有的子样本(即能源和非能源出口国和进口国)中提供了最普遍和一致的影响——后一点强调了发展中国家增长的当代全球重要性。
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引用次数: 0
Psychological price barriers, El Niño, La Niña: New insights for the case of coffee 心理价格壁垒、厄尔尼诺、拉尼娜现象:咖啡案例的新见解
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-09-01 DOI: 10.1016/j.jcomm.2023.100350
Mark J. Holmes , Jesús Otero

This paper investigates the possibility of psychological barriers in the price dynamics of seven types of coffee varieties over a twenty-year period. When prices are expressed in hundreds of cents, barriers surrounding the round number prices ending in 00 are confirmed for the high quality coffees. The dynamics of coffee price returns differ before and after breaches of hypothesised barriers. Using a novel model selection method based on multiple testing, there is further confirmation of price barriers insofar as positive and negative climate anomalies affect coffee price proximity to barriers.

本文调查了在20年的时间里,七种咖啡品种的价格动态中存在心理障碍的可能性。当价格以数百美分表示时,围绕以00结尾的整数价格的障碍就被确认为高质量咖啡。咖啡价格回报的动态在突破假设的壁垒之前和之后有所不同。使用一种基于多重测试的新模型选择方法,在积极和消极的气候异常影响咖啡价格接近壁垒的情况下,进一步证实了价格壁垒。
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引用次数: 0
Dynamic connectedness between crude oil and equity markets: What about the effects of firm's solvency and profitability positions? 原油和股票市场之间的动态联系:公司的偿付能力和盈利能力状况的影响是什么?
IF 4.2 4区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2023-09-01 DOI: 10.1016/j.jcomm.2023.100348
Faruk Balli , Hatice O Balli , Thi Thu Ha Nguyen

The paper aims to explore the presence of connectedness between oil price changes and stock returns of oil & gas sector. The analysis, adopting the connectedness approach developed by and the frequency connectedness developed by demonstrates a high level of connectedness, especially during the extreme economic meltdown. The short-term (1–5 days) level of total connectedness is substantially higher than the medium-term (5–30 days) and long-term levels (30–262 days). In addition, when examining the impact of the sectors' financial characteristics on the extent of the connectedness, we found that sectors with greater solvency position (lower debt to asset ratio and higher interest coverage) are less connected with the oil price changes. The impact of sector's solvency position on connectedness (between stock return and oil prices) is even more obvious for financially more open markets. Also, change in oil prices have a less impact on the returns of sectors with higher profitability ratios. The paper, therefore, brings several implications to both policy makers and investors.

本文旨在探讨石油价格变化与石油股票收益之间存在的联系。天然气行业。该分析采用了由作者提出的连通性方法和由作者提出的频率连通性,表明了高水平的连通性,特别是在极端经济崩溃期间。短期(1-5天)的总连通性水平大大高于中期(5-30天)和长期水平(30-262天)。此外,在考察行业财务特征对关联度的影响时,我们发现偿付能力较强的行业(较低的资产负债率和较高的利息覆盖率)与油价变化的关联度较低。在金融更开放的市场中,行业偿付能力状况对连通性(股票回报与油价之间的关系)的影响更为明显。此外,油价变化对利润率较高的行业的回报影响较小。因此,这篇论文对政策制定者和投资者都有几点启示。
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引用次数: 0
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Journal of Commodity Markets
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