能源价格及其对美国股票指数的影响:基于小波的定量-定量回归方法

Q1 Economics, Econometrics and Finance
Ahmad Monir Abdullah, Aini Aman
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引用次数: 0

摘要

本研究探讨了 2013 年 1 月至 2022 年 12 月期间原油和天然气价格对美国传统、伊斯兰以及环境、社会和治理(ESG)股票指数的影响。对原始时间序列数据进行分解,最大限度地减少内在波动,并使用量化对量化(QQ)回归方法,从细微处揭示了这些能源价格对不同股票指数的影响。研究结果表明,原油价格对指数的影响是多变的:高价格对指数产生负面影响,低价格产生正面影响,中等价格产生中等正面影响。在对数据进行分解后,这种积极影响在较高的量级上有所减弱,表明在稳定的条件下,中性影响正在显现。相比之下,天然气价格的影响有限,高价格对传统指数和 ESG 指数略有好处,但对伊斯兰指数的影响较小。这表明石油价格对指数的影响更为明显,这可能是由于许多上市公司对石油的依赖性。这项研究强调了在投资策略中考虑石油相关风险的重要性,并突出了原油价格对美国股票指数的非对称影响。这些发现对投资者和政策制定者具有重要意义。它们强调了在投资决策中仔细考虑石油价格动态的必要性,以及对可能导致市场不稳定的石油价格变化保持警惕的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy Prices and Their Impact on US Stock Indices: A Wavelet- based Quantile-on-Quantile Regression Approach
This study delves into the effects of crude oil and gas prices on the United States’ (US) conventional, Islamic, and environmental, social, and governance (ESG) stock indices from January 2013 to December 2022. Decomposing original time series data to minimise inherent fluctuations and using the Quantile-on-Quantile (QQ) regression approach presents a nuanced view of how these energy prices impact different stock indices. The findings reveal that crude oil prices have a variable impact on the indices: high prices negatively influence the indices, low prices have a positive effect, and moderate prices yield a moderate positive impact. After data decomposition, this positive influence diminishes in higher quantiles, indicating an emerging neutral effect in stabilised conditions. In contrast, gas prices show a limited impact, with high prices slightly benefiting conventional and ESG indices but less so for the Islamic index. This suggests a more pronounced influence of oil prices on the indices, likely due to the dependence of many listed companies on oil. The study emphasises the importance of considering oil-related risks in investment strategies and highlights the asymmetric impact of crude oil prices on the US stock indices. These findings have significant implications for investors and policymakers. They underscore the need for careful consideration of oil price dynamics in investment decisions and the importance of staying vigilant against shifts in oil prices that could lead to market instability.
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来源期刊
International Journal of Energy Economics and Policy
International Journal of Energy Economics and Policy Economics, Econometrics and Finance-Economics, Econometrics and Finance (all)
CiteScore
3.20
自引率
0.00%
发文量
296
审稿时长
14 weeks
期刊介绍: International Journal of Energy Economics and Policy (IJEEP) is the international academic journal, and is a double-blind, peer-reviewed academic journal publishing high quality conceptual and measure development articles in the areas of energy economics, energy policy and related disciplines. The journal has a worldwide audience. The journal''s goal is to stimulate the development of energy economics, energy policy and related disciplines theory worldwide by publishing interesting articles in a highly readable format. The journal is published bimonthly (6 issues per year) and covers a wide variety of topics including (but not limited to): Energy Consumption, Electricity Consumption, Economic Growth - Energy, Energy Policy, Energy Planning, Energy Forecasting, Energy Pricing, Energy Politics, Energy Financing, Energy Efficiency, Energy Modelling, Energy Use, Energy - Environment, Energy Systems, Renewable Energy, Energy Sources, Environmental Economics, Oil & Gas .
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