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首页> 外文期刊>Hans Journal of Data Mining >The Impact of the Change in the Closing Price of WTI Crude Oil Futures on Brent Crude Oil Futures
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The Impact of the Change in the Closing Price of WTI Crude Oil Futures on Brent Crude Oil Futures

机译:WTI原油期货交续价格变化对布伦特原油期货的影响

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摘要

In this paper, we study the time series data of the closing prices of WTI (West Texas Intermediate) U.S. crude oil futures and London Brent crude oil futures from May 6, 2019 to May 4, 2020, and analyze the volatility changes of the closing prices of WTI crude oil futures based on the Combinatorial model and GARCH model coupling equation with the help of Smoothness test, Cointegration test, and Granger causality test. The results show that there is a long-term equilibrium relationship between WTI crude oil futures price and Brent crude oil futures price, and WTI crude oil futures price makes the Granger cause of Brent crude oil futures price. Therefore, by using the time series of WTI crude oil closing price as the explanatory variable and the time series data of London Brent crude oil closing price as the explained variable, based on the traditional simple linear regression model, the impact of the fluctuating changes in the closing price of WTI crude oil futures on the closing price of London Brent crude oil futures is investigated and the price of London Brent crude oil is predicted. The final conclusion is that the WTI crude oil price slump will affect the Brent crude oil price to further lower, but the negative WTI oil price will not have a very serious impact on Brent crude oil.
机译:在本文中,我们研究了WTI(西德克萨斯州中级)的收盘价格序列数据,2019年5月6日至5月4日,2020年5月4日,伦敦布伦特原油期货,并分析了关闭的波动变化WTI原油期货价格基于组合模型和GARCH模型耦合方程,借助光滑测试,协整试验和GRANGER因果试验。结果表明,WTI原油期货价格和布伦特原油期货价格之间存在长期均衡关系,而WTI原油期货价格使得格兰特原因是布伦特原油期货价格。因此,通过使用WTI原油关闭价格的时间序列作为解释性变量和伦敦布伦特原油关闭价格的时间序列数据作为解释变量,基于传统的简单线性回归模型,波动变化的影响WTI原油期货交易所在伦敦布伦特原油期货的闭幕价格上涨,预测了伦敦布伦特原油价格。最后的结论是,WTI原油价格坍塌会影响布伦特原油价格进一步降低,但负面的WTI油价不会对布伦特原油产生非常严重的影响。

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