Understanding Intraday Oil Price Dynamics during the COVID-19 Pandemic: New Evidence from Oil and Stock Investor Sentiments
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作者:
Madani, Mohamed Arbi
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机构:
INSEEC Grande Ecole, Omnes Educ, Paris, FranceINSEEC Grande Ecole, Omnes Educ, Paris, France
Madani, Mohamed Arbi
[1
]
Ftiti, Zied
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机构:
EDC Paris Business Sch, OCRE Res Lab, Res, Paris, France
EDC PBS 74-80 Rue Roque de Fillol, F-92807 Puteaux La Defense, FranceINSEEC Grande Ecole, Omnes Educ, Paris, France
Ftiti, Zied
[2
,3
]
机构:
[1] INSEEC Grande Ecole, Omnes Educ, Paris, France
[2] EDC Paris Business Sch, OCRE Res Lab, Res, Paris, France
[3] EDC PBS 74-80 Rue Roque de Fillol, F-92807 Puteaux La Defense, France
Social media;
News;
Nonlinear;
Long memory;
Causality;
HAR model;
Forecast;
EMPIRICAL MODE DECOMPOSITION;
TIME;
PERFORMANCE;
VOLATILITY;
RETURNS;
MARKETS;
IMPACT;
MONEY;
VMD;
D O I:
10.5547/01956574.45.3.mmad
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
This study employed intraday stock market and oil investor sentiment data related to news and social media (i.e., the Thomson Reuters MarketPsych Indices [TRMI] sentiment index) to gauge investors' interest in the West Texas Intermediate (WTI) crude oil futures market during the recent health crisis. We proposed an original nonlinear empirical framework by considering oil price dynamics' complexity and its potential interaction with investor sentiment. The analysis revealed three noteworthy findings. First, we observed evidence of nonlinearity in the relationship between excess returns on WTI crude oil futures and investor sentiment data. Second, the causality direction moved only from oil and stock market investor sentiment to oil returns. Third, the impacts of oil and stock market sentiment data on crude oil returns (i.e., volatility) were always negative. Furthermore, sentiment data related to social media showed a more pronounced cross-correlation than that of news.
机构:
Sultan Qaboos Univ, Coll Econ & Polit Sci, Dept Econ & Finance, Muscat, Oman
South Ural State Univ, 76 Lenin Prospekt, Chelyabinsk, RussiaSultan Qaboos Univ, Coll Econ & Polit Sci, Dept Econ & Finance, Muscat, Oman
Mensi, Walid
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h-index:
机构:
Reboredo, Juan C.
Ugolini, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Univ Estado Rio de Janeiro, Dept Quantitat Anal, Rio De Janeiro, RJ, BrazilSultan Qaboos Univ, Coll Econ & Polit Sci, Dept Econ & Finance, Muscat, Oman
机构:
Univ Ibadan, Ctr Econometr & Allied Res, Ibadan, Nigeria
Univ Econ Ho Chi Minh City, Inst Business Res, Ho Chi Minh City, VietnamUniv Ibadan, Ctr Econometr & Allied Res, Ibadan, Nigeria
Salisu, Afees A.
Xuan Vinh Vo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Econ Ho Chi Minh City, Inst Business Res, Ho Chi Minh City, Vietnam
Univ Econ Ho Chi Minh City, CFVG Ho Chi Minh City, Ho Chi Minh City, VietnamUniv Ibadan, Ctr Econometr & Allied Res, Ibadan, Nigeria