LAPSE:2023.24629
Published Article

LAPSE:2023.24629
A Nonlinear Autoregressive Distributed Lag (NARDL) Analysis of West Texas Intermediate Oil Prices and the DOW JONES Index
March 28, 2023
Abstract
The paper features an examination of the link between the behaviour of oil prices and DowJones Index in a nonlinear autoregressive distributed lag nonlinear autoregressive distributed lag (NARDL) framework. The attraction of NARDL is that it represents the simplest method available of modelling combined short- and long-run asymmetries. The bounds testing framework adopted means that it can be applied to stationary and non-stationary time series vectors, or combinations of both. The data comprise a monthly West Texas Intermediate (WTI) crude oil series from Federal Reserve Bank of St Louis (FRED), commencing in January 2000 and terminating in February 2019, and a corresponding monthly DOW JONES index adjusted-price series obtained from Yahoo Finance. Both series are adjusted for monthly USA CPI values to create real series. The results of the analysis suggest that movements in the lagged real levels of monthly WTI crude oil prices have very significant effects on the behaviour of the DOW JONES Index. They also suggest that negative movements have larger impacts than positive movements in WTI prices, and that long-term multiplier effects take about 9 to 12 months to take effect.
The paper features an examination of the link between the behaviour of oil prices and DowJones Index in a nonlinear autoregressive distributed lag nonlinear autoregressive distributed lag (NARDL) framework. The attraction of NARDL is that it represents the simplest method available of modelling combined short- and long-run asymmetries. The bounds testing framework adopted means that it can be applied to stationary and non-stationary time series vectors, or combinations of both. The data comprise a monthly West Texas Intermediate (WTI) crude oil series from Federal Reserve Bank of St Louis (FRED), commencing in January 2000 and terminating in February 2019, and a corresponding monthly DOW JONES index adjusted-price series obtained from Yahoo Finance. Both series are adjusted for monthly USA CPI values to create real series. The results of the analysis suggest that movements in the lagged real levels of monthly WTI crude oil prices have very significant effects on the behaviour of the DOW JONES Index. They also suggest that negative movements have larger impacts than positive movements in WTI prices, and that long-term multiplier effects take about 9 to 12 months to take effect.
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Keywords
asymmetries, Bounds Tests, DOW JONES, multiplier effects, NARDL, WTI
Subject
Suggested Citation
Allen DE, McAleer M. A Nonlinear Autoregressive Distributed Lag (NARDL) Analysis of West Texas Intermediate Oil Prices and the DOW JONES Index. (2023). LAPSE:2023.24629
Author Affiliations
Allen DE: School of Mathematics and Statistics, University of Sydney, Sydney, NSW 2006, Australia; School of Business and Law, Edith Cowan University, Joondalup, WA 6027, Australia; Department of Finance, Asia University, Wufeng, Taichung 41354, Taiwan [ORCID]
McAleer M: Department of Finance, Asia University, Wufeng, Taichung 41354, Taiwan; Discipline of Business Analytics, University of Sydney Business School, Darlington, NSW 2006, Australia; Econometric Institute, Erasmus School of Economics, Erasmus University Rotterd [ORCID]
McAleer M: Department of Finance, Asia University, Wufeng, Taichung 41354, Taiwan; Discipline of Business Analytics, University of Sydney Business School, Darlington, NSW 2006, Australia; Econometric Institute, Erasmus School of Economics, Erasmus University Rotterd [ORCID]
Journal Name
Energies
Volume
13
Issue
15
Article Number
E4011
Year
2020
Publication Date
2020-08-04
ISSN
1996-1073
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Original Submission
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PII: en13154011, Publication Type: Journal Article
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LAPSE:2023.24629
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https://doi.org/10.3390/en13154011
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Mar 28, 2023
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