Portfolio selection from risk transfer mechanisms in a time of crisis for renewable energy markets

Yu-Ann Wang , Chia-Lin Chang
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Abstract

This study investigates risk transmission in financial markets, focusing on investor’s hedging decisions and how risk moves between renewable and fossil fuel energy assets within energy ETFs during the Global Financial Crisis (GFC) and the COVID-19 pandemic. A novel approach is introduced to assess how the volatility of a single energy asset affects the risk of an entire energy portfolio, providing valuable insights for policymakers, investors, and energy producers in managing financial risk. The analysis focuses on three major renewable energy ETFs (solar, wind, and hydro) and three major fossil fuel energy ETFs (oil, coal, and natural gas). During the COVID-19 crisis, asset combinations like (solar, coal), and (wind, coal), were found to effectively minimize losses. Although not ideal for solar-related risks, the (solar, oil) combination proved advantageous, particularly oil-related shocks. The study also finds that combining solar with oil and wind with oil was effective in mitigating losses during the GFC and before the COVID-19 pandemic. In non-crisis periods, asset combinations such as (solar, oil) or (solar, coal) offer robust risk management strategies. This research highlights the interconnectedness of energy assets and the importance of using crisis-specific forecasting models, which significantly improve forecasting accuracy. Further research could explore similar impacts from events like the Russia-Ukraine war, which could affect energy markets.
可再生能源市场危机时期风险转移机制下的投资组合选择
本研究调查了金融市场的风险传导,重点关注投资者的对冲决策,以及在全球金融危机(GFC)和COVID-19大流行期间,能源etf内可再生能源和化石燃料能源资产之间的风险如何转移。介绍了一种新的方法来评估单一能源资产的波动性如何影响整个能源投资组合的风险,为政策制定者、投资者和能源生产商管理金融风险提供了有价值的见解。该分析主要关注三大可再生能源etf(太阳能、风能和水力)和三大化石燃料能源etf(石油、煤炭和天然气)。在新冠肺炎危机期间,人们发现(太阳能,煤炭)和(风能,煤炭)等资产组合可以有效地减少损失。尽管对于太阳能相关的风险来说不是理想的选择,但事实证明(太阳能和石油)组合是有利的,尤其是与石油相关的冲击。该研究还发现,将太阳能与石油、风能与石油相结合,在全球金融危机期间和2019冠状病毒病大流行之前有效地减轻了损失。在非危机时期,(太阳能、石油)或(太阳能、煤炭)等资产组合提供了稳健的风险管理策略。本研究强调了能源资产的互联性和使用危机特定预测模型的重要性,这大大提高了预测的准确性。进一步的研究可能会探索俄乌战争等事件的类似影响,这些事件可能会影响能源市场。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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