Please use this identifier to cite or link to this item: https://scholarhub.balamand.edu.lb/handle/uob/6876
Title: Risk measures in renewable energy sector using extreme value theory
Authors: Ibrahim, Aya
Advisors: Assaf, Ata 
Subjects: Renewable energy sources
Extreme value theory
Dissertations, Academic
University of Balamand--Dissertations
Issue Date: 2023
Abstract: 
The present study aims to calculate the risk measures in the renewable energy stock market through the use of the extreme value theory. The theory of extreme market value centers on infrequent and exceptional occurrences within each renewable energy index, which are utilized to compute extreme risk measures, including the Value at Risk and the Expected Shortfall. The present study effectively employed the extreme value theory to analyze the log returns of the renewable energy stock market, resulting in the successful prediction of both Value at Risk (VaR) and Expected Shortfall (ES). The research was conducted on a dataset comprising five daily renewable energy indices spanning from October 15th, 2010, to December 13th, 2022.
The main conclusions of this study are as follows: 1.) Geothermal, Fuel, and Solar have the greatest VaR and ES at 1%, 5%, and 10% probability, respectively, according to calculations of risk using historical simulation. 2-) The application of the extreme value theory revealed that Fuel and Solar included the greatest VaR and ES at 1%, 5%, and 10% probability.
Description: 
Includes bibliographical references (p. 36-40)
URI: https://scholarhub.balamand.edu.lb/handle/uob/6876
Rights: This object is protected by copyright, and is made available here for research and educational purposes. Permission to reuse, publish, or reproduce the object beyond the personal and educational use exceptions must be obtained from the copyright holder
Type: Thesis
Appears in Collections:UOB Theses and Projects

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