原油和天然气价格的长期耦合与短期脱钩

Hayette Gatfaoui
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摘要

本文详细分析了美国原油和天然气价格之间的关系。中美关系呈现出受技术、经济和地缘政治因素影响的机制变化。我们发现,原油和天然气价格分别在大约三年的两个时期内脱钩(即短期脱钩),而它们在随后的四个时期内耦合(即大约十三年的长期耦合)。在脱钩期间,原油价格与天然气价格呈负相关关系,而在耦合期间,相关关系变为正相关关系。利用线性卡尔曼滤波,我们允许测量方程中的随机回归系数和异方差误差来评估原油和天然气价格变化之间的时变关系。该方法将全局非线性关系分解为特定周期的线性联系。此外,随机参数/波动率说明了能源成本和价格的不确定性,并处理了局部非线性。顺便提一下,在脱钩期间,天然气和原油的价格变化并没有显著的联系。我们的研究结果描述了石油价格制定者和接受者之间竞争的变化,以及包括页岩气革命在内的技术进步的影响。它们还为原油和天然气之间的短期和/或长期对冲和套利策略打开了大门。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the Long-Term Coupling and Short-Term Decoupling of Crude Oil and Natural Gas Prices
This article scrutinizes the relationship between the U.S. crude oil and natural gas prices. The relationship exhibits regime changes, which depend on technological, economic and geopolitical factors. We find that crude oil and natural gas prices decouple over two periods of about three years each (i.e. short-term decoupling) while they couple over four subsequent periods (i.e. long-term coupling during thirteen years approximately). During decoupling periods, crude oil and natural gas prices exhibit a negative correlation while the correlation becomes positive during coupling periods. Using linear Kalman filter, we allow for stochastic regression coefficients and heteroskedastic errors in measurement equation to appraise the time-varying relationship between crude oil and natural gas price changes. Such approach decomposes a global nonlinear relationship into period-specific linear linkages. Moreover, random parameters/volatility illustrate the uncertainty in energy costs and prices, and handle local nonlinearity. Incidentally, natural gas and crude oil price changes are non-significantly linked during decoupling periods. Our findings depict changes in the competition between oil price makers and takers, and the impact of technological improvements, including the shale gas revolution. They also open the door to possible short- and/or long-term hedging and arbitrage strategies between crude oil and natural gas.
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