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The aim of this paper is to analyze the impact of the so-called “shale oil revolution” on oil prices and economic growth. We employ a general equilibrium model of the world oil market in which Saudi Arabia is the dominant firm, with the rest of the producers as a competitive fringe. Our...
Persistent link: https://www.econbiz.de/10013014607
This study analyses oil price movements through the lens of an agnostic random forest model, which is based on 1,000 regression trees. It shows that this highly disciplined, yet flexible computational model reduces in-sample root mean square errors (RMSEs) by 65% relative to a standard linear...
Persistent link: https://www.econbiz.de/10013293295
This study analyses oil price movements through the lens of an agnostic random forest model, which is based on 1,000 regression trees. It shows that this highly disciplined, yet flexible computational model reduces in-sample root mean square errors (RMSEs) by 65% relative to a standard linear...
Persistent link: https://www.econbiz.de/10014243437
This paper investigates the role of the COVID-19 pandemic in oil markets, focusing on the great oil price crash in April 2020. Using a 5-variable structural vector autoregression (SVAR) model, the study identifies an oil price shock arising from the pandemic together with supply, demand, and...
Persistent link: https://www.econbiz.de/10013296702
Starting in late 2008, the U.S. production of tight oil surged, causing a renaissance in the U.S. oil sector that few industry analysts had anticipated. This tight oil boom reduced the dependence of the United States on petroleum imports and allowed it to become a major exporter of gasoline and...
Persistent link: https://www.econbiz.de/10011615967
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This article examines how the shale oil revolution has shaped the evolution of U.S. crude oil and gasoline prices. It puts the evolution of shale oil production into historical perspective, highlights uncertainties about future shale oil production, and cautions against the view that the U.S....
Persistent link: https://www.econbiz.de/10011417696
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