Oil prices and stock markets: A review of the theory and empirical evidence

S Degiannakis, G Filis, V Arora - The Energy Journal, 2018 - journals.sagepub.com
Do oil prices and stock markets move in tandem or in opposite directions? The complex and
time varying relationship between oil prices and stock markets has caught the attention of …

Stock market prediction using machine learning classifiers and social media, news

W Khan, MA Ghazanfar, MA Azam, A Karami… - Journal of Ambient …, 2022 - Springer
Accurate stock market prediction is of great interest to investors; however, stock markets are
driven by volatile factors such as microblogs and news that make it hard to predict stock …

The economic and financial properties of crude oil: A review

K Lang, BR Auer - The North American Journal of Economics and Finance, 2020 - Elsevier
In this article, we provide a structured review of crude oil price dynamics. Specifically, we
summarize evidence on important factors determining oil prices, cover the impact of oil …

Dynamic co-movement between oil and stock markets in oil-importing and oil-exporting countries: Two types of wavelet analysis

Z Jiang, SM Yoon - Energy Economics, 2020 - Elsevier
This study explores the dynamic co-movement between oil and six stock markets (China,
India, Japan, Saudi Arabia, Russia, and Canada) by using two types of wavelet analysis …

Deep learning approach for short-term stock trends prediction based on two-stream gated recurrent unit network

DL Minh, A Sadeghi-Niaraki, HD Huy, K Min… - Ieee …, 2018 - ieeexplore.ieee.org
Financial news has been proven to be a crucial factor which causes fluctuations in stock
prices. However, previous studies heavily relied on analyzing shallow features and ignored …

The impacts of COVID-19 crisis on spillovers between the oil and stock markets: Evidence from the largest oil importers and exporters

SRM Ali, W Mensi, KI Anik, M Rahman… - Economic Analysis and …, 2022 - Elsevier
This study examines the multiscale spillovers and nonlinear causalities between the crude
oil futures market and the stock markets of the United States (US), Canada, China, Russia …

The macroeconomic effects of oil supply news: Evidence from OPEC announcements

DR Känzig - American Economic Review, 2021 - aeaweb.org
This paper studies how changes in oil supply expectations affect the oil price and the
macroeconomy. Using a novel identification design, exploiting institutional features of OPEC …

[HTML][HTML] Oil market shocks and financial instability in Asian countries

L Dagher, FJ Hasanov - International Review of Economics & Finance, 2023 - Elsevier
This paper examines the relationship between oil market shocks and financial instability in
Asian countries using a Structural Vector Autoregression (SVAR) following Kilian and Park's …

The impacts of oil price shocks on stock market volatility: Evidence from the G7 countries

A Bastianin, F Conti, M Manera - Energy Policy, 2016 - Elsevier
We study the effects of crude oil price shocks on the stock market volatility of the G7
countries. We identify the causes underlying oil price shocks and gauge the impacts that oil …

How is volatility in commodity markets linked to oil price shocks?

M Ahmadi, NB Behmiri, M Manera - Energy Economics, 2016 - Elsevier
This study investigates the effects of oil price shocks on volatility of agricultural and metal
commodities. We decompose an oil price shock to its underlying components, including …