Modeling the Variation between Green Energy Stock Prices and Oil Prices Using Fourier Analysis

Pınar Avcı, Sevgi Sümerli Sarigül, Ramazan Aldemir
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Abstract

Green energy production is crucial to protecting the environment and meeting future energydemand. Therefore, the study aims to investigate the relationship between oil price indices and green energystock prices. In this study, the data of Nasdaq OMX Wind and Nasdaq OMX Solar indices and crude oilindex (Oil) for the period of January 2015-March 2023 are collected and investigated using Fourier analysismethod. Therefore, in this study, the correlation between Oil and other (Solar and Wind) data values isexamined. Fourier power spectrum analysis method is used and according to the results of this powerspectrum analysis; The fact that there is a correlation between the Oil data values and both the Solar andWind data values is demonstrated by the average, maximum and standard deviation values obtained as aresult of the Fourier power spectrum and power spectrum. In conclusion, the findings of this study alsoprovide important recommendations for investors, managers and policy makers.
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用傅里叶分析建模绿色能源股票价格和石油价格之间的变化
绿色能源生产对保护环境和满足未来能源需求至关重要。因此,本研究旨在探讨石油价格指数与绿色能源股票价格之间的关系。本研究收集了2015年1月至2023年3月期间纳斯达克OMX Wind指数、纳斯达克OMX Solar指数和原油指数(Oil)的数据,并采用傅里叶分析方法进行了研究。因此,在本研究中,研究了石油和其他(太阳能和风能)数据值之间的相关性。采用傅立叶功率谱分析方法,并根据此功率谱分析结果;通过傅里叶功率谱和功率谱得到的平均值、最大值和标准差值,可以证明石油数据值与太阳能和风能数据值之间存在相关性。综上所述,本文的研究结果也为投资者、管理者和政策制定者提供了重要的建议。
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