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International Oil Market Risk Anticipations and the Cushing Bottleneck: Option-Implied Evidence 国际石油市场风险预期与库欣瓶颈:期权隐含证据
Pub Date : 2019-08-20 DOI: 10.2139/ssrn.2840958
Marie‐Hélène Gagnon, G. Power
We study the equilibrium relationship between the WTI and the Brent crude oil indexes in prices and in option-implied moments using fractional cointegration models from 2008-2016. This period has been subject to changing constraints in terms of rising US inventories and falling demand. Our results suggest there exists a cointegrating relationship in prices as well as between risk-neutral moments. While a long-lasting spread in prices is not supported by the data, our results support a significant volatility differential between the two oil indexes. The Cushing bottleneck is linked to slower speeds of adjustment to disequilibrium for both indexes as well as a fragmentation of the international equilibrium for tail and crash risk, especially for longer horizons. Crash and tail risk are more locally driven and less affected by the international equilibrium than are price and volatility.
本文采用2008-2016年的分数协整模型,研究了WTI和布伦特原油指数在价格和期权隐含矩上的均衡关系。从美国库存上升和需求下降的角度来看,这一时期受到不断变化的制约。我们的研究结果表明,在价格以及风险中性时刻之间存在协整关系。虽然数据不支持价格的长期价差,但我们的结果支持两个石油指数之间存在显着的波动差异。库欣瓶颈与两个指数对失衡的调整速度较慢有关,也与尾翼和崩溃风险的国际平衡支离破碎有关,尤其是在较长时期内。与价格和波动性相比,崩盘和尾部风险更多地是由本地驱动的,受国际均衡的影响较小。
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引用次数: 5
Can Investors Hedge Energy Risk? Evidence from Asia 投资者能否对冲能源风险?来自亚洲的证据
Pub Date : 2017-05-03 DOI: 10.2139/ssrn.2962249
J. Batten, Harald Kinateder, P. Szilagyi, N. Wagner
The relationship between energy and stock prices is investigated in the context of Asia, including China and Japan. Oil, gas and coal prices are considered both individually and in an energy portfolio. Consistent with evidence from analysis of other asset prices in international markets, during the post Global Financial Crisis (GFC) period, Asian stock markets moved in tandem with oil prices. However, using asset pricing and portfolio theory we identify time-varying integration between individual stock markets and the energy portfolio, which in turn may limit the benefit of risk reduction through diversification. However, this relation can also be used to hedge the common factor arising from energy risk. Doing so provides benefits to investors in the form of positive risk adjusted returns, although these are episodic.
能源和股票价格之间的关系在亚洲的背景下进行了调查,包括中国和日本。石油、天然气和煤炭的价格既被单独考虑,也被纳入能源组合。与对国际市场其他资产价格的分析结果一致,在全球金融危机(GFC)后时期,亚洲股市与油价同步波动。然而,利用资产定价和投资组合理论,我们确定了个股市场和能源投资组合之间的时变整合,这反过来可能会限制通过分散投资降低风险的收益。然而,这种关系也可以用来对冲能源风险产生的共同因素。这样做会给投资者带来风险调整后的正回报,尽管这种回报是断断续续的。
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引用次数: 0
Mean-Reverting Statistical Arbitrage in Crude Oil Markets 原油市场的均值回归统计套利
Pub Date : 2017-04-10 DOI: 10.2139/ssrn.2949716
Viviana Fanelli
In this paper, we introduce the concept of statistical arbitrage through the definition of a trading strategy that captures persistent anomalies in long-run relationships among assets. We devise a methodology to identify and test mean-reverting statistical arbitrage, and to develop trading strategies. We empirically investigate the existence of statistical arbitrage opportunities in crude oil markets. In particular, we focus on long-term pricing relationships between the West Texas Intermediate crude oil futures and a so-called statistical portfolio, composed by other two crude oils, Brent and Dubai. Firstly, the cointegration regression is used to track the persistent pricing equilibrium, and mispricings arise when West Texas Intermediate crude oil price diverges from the statistical portfolio value. Secondly, we verify that mispricing dynamics revert back to equilibrium with a predictable behaviour, and we exploit this stylized fact by applying the trading rules commonly used in equity markets to the crude oil market. The trading performance is measured by three specific profit indicators on out-of-sample data. Lastly, we use a Monte Carlo simulation approach to develop a model for forecasting the expected Value at Risk of the adopted trading strategy over an established holding period.
在本文中,我们通过定义一种捕获资产之间长期关系中持续异常的交易策略,引入了统计套利的概念。我们设计了一种方法来识别和测试均值回归统计套利,并制定交易策略。本文实证研究了原油市场中统计套利机会的存在性。我们特别关注西德克萨斯中质原油期货与一个所谓的统计组合之间的长期定价关系,该组合由另外两种原油布伦特原油和迪拜原油组成。首先,采用协整回归方法跟踪持续定价均衡,发现当西德克萨斯中质原油价格偏离统计组合价值时,会产生错误定价。其次,我们验证了错误定价动态会以可预测的行为恢复到均衡状态,并通过将股票市场中常用的交易规则应用于原油市场来利用这一程式化事实。交易绩效通过三个特定的样本外数据利润指标来衡量。最后,我们使用蒙特卡罗模拟方法来开发一个模型,用于预测在既定持有期间所采用的交易策略的预期风险值。
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引用次数: 0
Do Cointegrated Commodities Bubble Together? The Case of Hog, Corn, and Soybean 协整商品会一起泡沫吗?猪、玉米和大豆的案例
Pub Date : 2017-02-09 DOI: 10.2139/ssrn.2914152
Christos Alexakis, Guillaume Bagnarosa, M. Dowling
Hog, corn, and soybean meal futures are shown to be cointegrated, reflecting the close intrinsic relationship of corn and soybean meal as the primary feed for hogs. Applying a recent technique to date-stamp pricing bubbles we further show that bubbles in feed do not appear to be associated with bubbles in the price of hogs. Instead there are temporary deviations in the spread between hog and feed, but the long-term cointegration relationship leads to a reversion towards the common trend. This finding sheds new insight into the price behaviour of commodities that depend for input costs on other commodities.
猪、玉米和豆粕期货表现为协整,反映了玉米和豆粕作为猪的主要饲料的密切内在关系。我们将最新的技术应用于日期戳定价泡沫,进一步表明饲料泡沫似乎与生猪价格泡沫无关。相反,猪和饲料之间的价差存在暂时的偏差,但长期的协整关系导致向共同趋势的回归。这一发现为那些依赖于其他商品投入成本的商品的价格行为提供了新的视角。
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引用次数: 12
Long-Term Swings and Seasonality in Energy Markets 能源市场的长期波动和季节性
Pub Date : 2016-06-01 DOI: 10.2139/ssrn.2788176
Manuel Moreno, A. Novales, Federico Platania
This paper introduces a continuous-time model for commodity pricing under the assumption that logged prices converge to a mean level that experiences smooth, periodic fluctuations over long periods of time. Our model incorporates that assumption by modelling the mean reversion level through a Fourier series. To validate the model, we perform an empirical study of futures prices on Natural Gas, Crude Oil, and Heating Oil. We provide evidence that such long-term fluctuations are present in the price of these energy commodities, possibly together with standard seasonal and cyclical components. We analyse the empirical performance of our pricing model versus two alternative competitors, namely, those proposed in Schwartz (1997) and Lucia and Schwartz (2002). Our findings show that our model outperforms both benchmarks, providing a simple and powerful tool for portfolio management, risk management and derivative pricing.
本文介绍了一个商品定价的连续时间模型,该模型假设记录价格收敛于经历长时间平滑周期性波动的平均水平。我们的模型通过傅立叶级数对均值回归水平进行建模,从而纳入了这一假设。为了验证模型,我们对天然气、原油和取暖油的期货价格进行了实证研究。我们提供的证据表明,这些能源商品的价格存在这种长期波动,可能还有标准的季节性和周期性因素。我们分析了我们的定价模型与两个替代竞争对手的实证表现,即Schwartz(1997)和Lucia和Schwartz(2002)提出的定价模型。我们的研究结果表明,我们的模型优于这两个基准,为投资组合管理、风险管理和衍生品定价提供了一个简单而强大的工具。
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引用次数: 14
Turbulent Times: Uncovering the Origins of US Natural Gas Price Fluctuations Since 1993 动荡的时代:揭示1993年以来美国天然气价格波动的根源
Pub Date : 2016-02-12 DOI: 10.2139/ssrn.2738089
S. Wiggins, Xiaoli L. Etienne
In this paper, we investigate supply and demand shocks in the US natural gas market, focusing on how the effects of these shocks have changed over time. Using a sign-identified structural vector autoregression (SVAR) model that allows for both time-varying parameters and stochastic volatility, we decompose the real price of natural gas into supply shocks, aggregate demand shocks driven by changes in the US economic activity, precautionary inventory demand in anticipation of changes in future demand-and-supply conditions, and residual demand shocks not otherwise accounted for by the previous three shocks. Using quarterly data from 1976 to 2015, we find that an unanticipated supply disruption raises natural gas prices, reduces the aggregate economic demand, and lowers the precautionary inventory demand, while negative aggregate demand shocks, on the other hand, depress natural gas prices, reduce natural gas production, and increase precautionary inventory demand. We also find that following a negative precautionary inventory demand shock, aggregate demand driven by real economic activity declines marginally, and the marketed natural gas production and real prices decrease as well. Our results further suggest that such impact responses have evolved considerably over time with changing market conditions.
在本文中,我们研究了美国天然气市场的供需冲击,重点关注这些冲击的影响如何随着时间的推移而变化。使用允许时变参数和随机波动的符号识别结构向量自回归(SVAR)模型,我们将天然气的实际价格分解为供应冲击、由美国经济活动变化驱动的总需求冲击、预期未来供需状况变化的预防性库存需求,以及前三次冲击未考虑的剩余需求冲击。利用1976年至2015年的季度数据,我们发现,意外的供应中断提高了天然气价格,降低了总经济需求,降低了预防性库存需求,而另一方面,负的总需求冲击压低了天然气价格,减少了天然气产量,增加了预防性库存需求。我们还发现,在负面的预防性库存需求冲击之后,由实际经济活动驱动的总需求会略有下降,市场上的天然气产量和实际价格也会下降。我们的研究结果进一步表明,随着时间的推移,这种影响反应随着市场条件的变化而发生了很大的变化。
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引用次数: 0
Forty Years of Oil Price Fluctuations: Why the Price of Oil May Still Surprise Us 四十年的石油价格波动:为什么石油价格仍可能让我们感到惊讶
Pub Date : 2016-01-01 DOI: 10.2139/ssrn.2714319
C. Baumeister, L. Kilian
It has been forty years since the oil crisis of 1973/74. This crisis has been one of the defining economic events of the 1970s and has shaped how many economists think about oil price shocks. In recent years, a large literature on the economic determinants of oil price fluctuations has emerged. Drawing on this literature, we first provide an overview of the causes of all major oil price fluctuations between 1973 and 2014. We then discuss why oil price fluctuations remain difficult to predict, despite economists’ improved understanding of oil markets. Unexpected oil price fluctuations are commonly referred to as oil price shocks. We document that, in practice, consumers, policymakers, financial market participants and economists may have different oil price expectations, and that, what may be surprising to some, need not be equally surprising to others.
1973/74年的石油危机已经过去了40年。这场危机是上世纪70年代最具决定性的经济事件之一,也影响了许多经济学家对油价冲击的看法。近年来,出现了大量关于油价波动的经济决定因素的文献。根据这些文献,我们首先概述了1973年至2014年期间所有主要石油价格波动的原因。然后我们讨论了为什么油价波动仍然难以预测,尽管经济学家对石油市场的理解有所提高。意外的油价波动通常被称为油价冲击。我们证明,在实践中,消费者、政策制定者、金融市场参与者和经济学家可能有不同的油价预期,而且,对一些人来说可能令人惊讶的事情,对其他人来说不一定同样令人惊讶。
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引用次数: 386
China: Credit, Collateral, and Commodity Prices 中国:信贷、抵押品和商品价格
Pub Date : 2015-12-30 DOI: 10.2139/ssrn.2709295
S. Roache, M. Rousset
We review how China has become a dominant influence in global commodity markets due to the economy’s size and commodity intensity. We then focus on the emergence of China’s credit market as a new influence on commodity prices using a vector autoregression model and recursive identification. We find that a 1 percentage point (ppt) surprise increase in China’s bank lending results in statistically significant price increases of 10-12 percent for some base metals, including copper. This contrasts with a 1 ppt shock to China’s industrial production which leads to a statistically significant change of 7-9 percent of aluminum, copper, and crude oil. We suggest that one reason for the large influence of China’s credit aggregates may be the important role that some commodities play as collateral for lending in a financial system still bedeviled by information asymmetries, particularly for private sector borrowers.
我们回顾了由于经济规模和商品强度,中国如何成为全球商品市场的主导影响力。然后,我们使用向量自回归模型和递归识别来关注中国信贷市场的出现对商品价格的新影响。我们发现,中国银行贷款每增加1个百分点,就会导致包括铜在内的一些贱金属价格在统计上显著上涨10- 12%。这与中国工业生产1个百分点的冲击形成鲜明对比,后者导致铝、铜和原油的统计上显著变化7- 9%。我们认为,中国信贷总量影响巨大的一个原因可能是,在一个仍受信息不对称困扰的金融体系中,一些大宗商品作为贷款抵押品发挥了重要作用,尤其是对私营部门借款人而言。
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引用次数: 10
Price and Volatility Transmissions between Natural Gas, Fertilizer, and Corn Markets 天然气、化肥和玉米市场之间的价格和波动传输
Pub Date : 2015-10-30 DOI: 10.2139/ssrn.2684047
Xiaoli L. Etienne, Andres A. Trujillo‐Barrera, S. Wiggins
Purpose - – The purpose of this paper is to investigate the price and volatility transmission between natural gas, fertilizer (ammonia), and corn markets, an issue that has been traditionally ignored in the literature despite its significant importance. Design/methodology/approach - – The authors jointly estimate a vector error correction model for the conditional mean equation and a multivariate generalized autoregressive heteroskedasticity model for the conditional volatility equation to investigate the interactions between natural gas, ammonia, and corn prices and their volatility. Findings - – The authors find significant interplay between fertilizer and corn markets, while only a mild linkage in prices and volatility exist between those markets and natural gas during the period 1994-2014. There is not only a positive relationship between corn and ammonia prices in the short run, but both prices react to deviations from the long-run parity. Furthermore, the lagged conditional volatility of ammonia prices positively affects conditional volatility in the corn market and vice versa. This result is robust to a specification using crude oil price as an alternative to natural gas price to account for the large transportation cost built into ammonia prices. Results for the period of 2006-2014 indicate virtually no linkage between natural gas prices and those of fertilizer and corn during that period, while linkages in price level and volatility between the latter remain strong. Originality/value - – This paper is the first in the literature to comprehensively examine the role of fertilizer on corn prices and volatility, and its relation to natural gas prices.
目的——本文的目的是研究天然气、化肥(氨)和玉米市场之间的价格和波动传导,这是一个传统上在文献中被忽视的问题,尽管它非常重要。设计/方法/方法——作者联合估计了条件平均方程的矢量误差修正模型和条件波动方程的多元广义自回归异方差模型,以研究天然气、氨和玉米价格与其波动之间的相互作用。研究结果——作者发现,1994-2014年期间,化肥和玉米市场之间存在显著的相互作用,而这些市场与天然气之间的价格和波动性仅存在轻微的联系。玉米和氨的价格不仅在短期内呈正相关关系,而且两者的价格都对偏离长期平价作出反应。此外,氨价格的滞后条件波动率正影响玉米市场的条件波动率,反之亦然。这一结果对于使用原油价格替代天然气价格的规范是稳健的,以考虑氨价格中包含的大量运输成本。2006-2014年期间的结果表明,在此期间天然气价格与化肥和玉米价格之间几乎没有联系,而后者之间的价格水平和波动性之间的联系仍然很强。原创性/价值——本文首次在文献中全面考察了化肥对玉米价格和波动性的影响,以及化肥与天然气价格的关系。
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引用次数: 18
Delegation versus Control in Supply Chain Procurement Under Competition 竞争下供应链采购中的委托与控制
Pub Date : 2015-09-15 DOI: 10.2139/ssrn.2661059
E. Bolandifar, Panos Kouvelis, Fuqiang Zhang
This paper studies the optimal component procurement strategies of two competing OEMs selling substitutable products. The OEMs outsource their production to a common contract manufacturer, who in turn needs an input from a component supplier. Each OEM may either directly procure the input from the component supplier, or delegate the procurement task to the contract manufacturer. We first analyze the OEMs' procurement game under a non-strategic supplier whose component price is exogenously given. It is found that symmetric equilibria arise for most situations, i.e., both OEMs either control or delegate their component procurement in equilibrium. Interestingly, despite the commonly-held belief that the contract manufacturer would be worse off as OEMs gain component procurement control, we show that the contract manufacturer may enjoy a higher profit. Then we study the OEMs' procurement game under a strategic supplier who can set its component price. We find that the supplier's strategic pricing behavior plays a critical role in the equilibrium procurement structure. In particular, in the equilibrium under strategic supplier, the larger OEM always uses delegation while the smaller OEM may use either delegation or control. By identifying the driving forces behind the OEMs' procurement choices, this research helps explain observed industry practices and offer useful guidelines for firms' component sourcing decisions.
本文研究了两家销售可替代产品的竞争主机厂的最优零部件采购策略。原始设备制造商将其生产外包给共同的合同制造商,而合同制造商又需要从组件供应商那里获得输入。每个OEM可以直接从组件供应商处采购输入,也可以将采购任务委托给合同制造商。本文首先分析了零部件价格外生给定的非战略供应商条件下oem厂商的采购博弈。研究发现,在大多数情况下都存在对称均衡,即双方在均衡状态下控制或委托各自的零部件采购。有趣的是,尽管人们普遍认为,当原始设备制造商获得零部件采购控制权时,合同制造商的情况会更糟,但我们表明,合同制造商可能会获得更高的利润。在此基础上,研究了在有战略供应商设定零配件价格的情况下,oem厂商的采购博弈。研究发现,供应商的战略定价行为在均衡采购结构中起着至关重要的作用。特别是在战略供应商均衡中,规模较大的代工企业通常采用委托方式,而规模较小的代工企业可能采用委托或控制方式。通过确定oem采购选择背后的驱动力,本研究有助于解释观察到的行业实践,并为企业的零部件采购决策提供有用的指导。
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引用次数: 62
期刊
Global Commodity Issues (Editor's Choice) eJournal
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