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The importance of extreme shock: Examining the effect of investor sentiment on the crude oil futures market

Lu Wang, Feng Ma, Tianjiao Niu and Chao Liang

Energy Economics, 2021, vol. 99, issue C

Abstract: This paper is the first to comprehensively investigate the causality between the crude oil futures market and investor sentiment under extreme shocks. By dividing the data into various pairs of extreme positive, extreme negative and normal shocks, we introduce an extended Granger causality approach in the time and frequency domains. Although weak evidence of Granger causality is discovered, we find evidence of strong causality running from extreme sentiment to crude oil futures, which has not been documented in previous literatures. Moreover, the crude oil futures market and investor sentiment show dynamic causality at different frequencies, while the extreme shock-related causal linkages from the frequency perspective illustrate that short-term causality is more significant than medium- and long-term causality. Finally, we find evidence that crude oil futures are more strongly affected by negative extreme shocks than by positive extreme shocks. Our findings call for investors to make better risk management decisions and for policymakers to design better macroeconomic and energy policies.

Keywords: Extreme shocks; Investor sentiment; Crude oil futures; Granger causality; Frequency domain analysis (search for similar items in EconPapers)
Date: 2021
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Persistent link: https://EconPapers.repec.org/RePEc:eee:eneeco:v:99:y:2021:i:c:s0140988321002255

DOI: 10.1016/j.eneco.2021.105319

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Energy Economics is currently edited by R. S. J. Tol, Beng Ang, Lance Bachmeier, Perry Sadorsky, Ugur Soytas and J. P. Weyant

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