Detection of bubbles in WTI, brent, and Dubai oil prices: A novel double recursive algorithm

Since the oil crisis of 1973, the evolution of oil prices has been subject to a complicated dynamic that is marked by considerable surges and bursts. This pattern is an expression that oil prices deviate from their fundamentals, thereby forming the so-called speculative bubbles. However, this patter...

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Published inResources policy Vol. 70; p. 101956
Main Authors Ajmi, Ahdi Noomen, Hammoudeh, Shawkat, Mokni, Khaled
Format Journal Article
LanguageEnglish
Published Kidlington Elsevier Ltd 01.03.2021
Elsevier Science Ltd
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ISSN0301-4207
1873-7641
DOI10.1016/j.resourpol.2020.101956

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Abstract Since the oil crisis of 1973, the evolution of oil prices has been subject to a complicated dynamic that is marked by considerable surges and bursts. This pattern is an expression that oil prices deviate from their fundamentals, thereby forming the so-called speculative bubbles. However, this pattern requires a sophisticated econometric tool to capture its episodes. In this paper, we use the novel double recursive algorithm of Phillips and Shi (2018) to detect and analyze possible occurrences of speculative bubbles in oil prices in three key regional markets, including the European Union (Brent), Asia (Dubai), and the United States (WTI). Using the available monthly data ranging from January 1982 to October 2020, the results suggest two episodes of common bubbles to all oil prices, occurring in July 1986 and March–July 2008. The Dubai oil price is the most affected by the bubbles. Further, political events, oil supply shocks, and global economic activity are the main factors contributing to this bubble behavior. We also provide policy implications of the findings, which should help policymakers make suitable decisions related to monitoring oil price shifts and their possible causes. Besides, by explaining the bubbles’ episodes, investors can be cognizant of any factors that lead to such oil market failures, which should help in avoiding them. •We use the novel double recursive algorithm to detect bubbles in oil prices.•We find two common oil prices bubbles (July 1986 and March–July 2008).•Dubai oil price is the most affected by bubbles.•Geopolitical events and global economic activity are the main drivers of this behavior.
AbstractList Since the oil crisis of 1973, the evolution of oil prices has been subject to a complicated dynamic that is marked by considerable surges and bursts. This pattern is an expression that oil prices deviate from their fundamentals, thereby forming the so-called speculative bubbles. However, this pattern requires a sophisticated econometric tool to capture its episodes. In this paper, we use the novel double recursive algorithm of Phillips and Shi (2018) to detect and analyze possible occurrences of speculative bubbles in oil prices in three key regional markets, including the European Union (Brent), Asia (Dubai), and the United States (WTI). Using the available monthly data ranging from January 1982 to October 2020, the results suggest two episodes of common bubbles to all oil prices, occurring in July 1986 and March–July 2008. The Dubai oil price is the most affected by the bubbles. Further, political events, oil supply shocks, and global economic activity are the main factors contributing to this bubble behavior. We also provide policy implications of the findings, which should help policymakers make suitable decisions related to monitoring oil price shifts and their possible causes. Besides, by explaining the bubbles’ episodes, investors can be cognizant of any factors that lead to such oil market failures, which should help in avoiding them. •We use the novel double recursive algorithm to detect bubbles in oil prices.•We find two common oil prices bubbles (July 1986 and March–July 2008).•Dubai oil price is the most affected by bubbles.•Geopolitical events and global economic activity are the main drivers of this behavior.
Since the oil crisis of 1973, the evolution of oil prices has been subject to a complicated dynamic that is marked by considerable surges and bursts. This pattern is an expression that oil prices deviate from their fundamentals, thereby forming the so-called speculative bubbles. However, this pattern requires a sophisticated econometric tool to capture its episodes. In this paper, we use the novel double recursive algorithm of Phillips and Shi (2018) to detect and analyze possible occurrences of speculative bubbles in oil prices in three key regional markets, including the European Union (Brent), Asia (Dubai), and the United States (WTI). Using the available monthly data ranging from January 1982 to October 2020, the results suggest two episodes of common bubbles to all oil prices, occurring in July 1986 and March–July 2008. The Dubai oil price is the most affected by the bubbles. Further, political events, oil supply shocks, and global economic activity are the main factors contributing to this bubble behavior. We also provide policy implications of the findings, which should help policymakers make suitable decisions related to monitoring oil price shifts and their possible causes. Besides, by explaining the bubbles' episodes, investors can be cognizant of any factors that lead to such oil market failures, which should help in avoiding them.
ArticleNumber 101956
Author Hammoudeh, Shawkat
Ajmi, Ahdi Noomen
Mokni, Khaled
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Keywords C10
Price bubbles
C12
C58
Brent oil price
Dubai oil price
Q40
WTI oil price
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Snippet Since the oil crisis of 1973, the evolution of oil prices has been subject to a complicated dynamic that is marked by considerable surges and bursts. This...
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SubjectTerms Algorithms
Brent oil price
Bubbles
Crude oil
Dubai oil price
Economic activity
Economic conditions
Investors
Markets
Petroleum
Policy making
Price bubbles
Prices
Pricing
WTI oil price
Title Detection of bubbles in WTI, brent, and Dubai oil prices: A novel double recursive algorithm
URI https://dx.doi.org/10.1016/j.resourpol.2020.101956
https://www.proquest.com/docview/2516874441
Volume 70
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