A comparison of market risk measures from a twofold perspective: accurate and loss function

Sonia Benito Muela, Carmen López-Martín, R. Arguedas-Sanz
{"title":"A comparison of market risk measures from a twofold perspective: accurate and loss function","authors":"Sonia Benito Muela, Carmen López-Martín, R. Arguedas-Sanz","doi":"10.35944/jofrp.2022.11.1.005","DOIUrl":null,"url":null,"abstract":"Under the new regulation based on Basel solvency framework, known as Basel III and Basel IV, financial institutions must calculate the market risk capital requirements based on the Expected Shortfall (ES) measure, replacing the Value at Risk (VaR) measure. In the financial literature, there are many papers dedicated to compare VaR approaches but there are few studies focusing in comparing ES approaches. To cover this gap, we have carried out a comprenhensive comparative of VaR and ES models applied to IBEX-35 stock index. The comparison has been carried out from a twofold perspective: accurate risk measure and loss functions. The results indicate that the method based on the conditional Extreme Value Theory (EVT) is the best in estimating market risk, outperforming Parametric method and Filter Historical Simulation.","PeriodicalId":37351,"journal":{"name":"ACRN Journal of Finance and Risk Perspectives","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACRN Journal of Finance and Risk Perspectives","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.35944/jofrp.2022.11.1.005","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Decision Sciences","Score":null,"Total":0}
引用次数: 0

Abstract

Under the new regulation based on Basel solvency framework, known as Basel III and Basel IV, financial institutions must calculate the market risk capital requirements based on the Expected Shortfall (ES) measure, replacing the Value at Risk (VaR) measure. In the financial literature, there are many papers dedicated to compare VaR approaches but there are few studies focusing in comparing ES approaches. To cover this gap, we have carried out a comprenhensive comparative of VaR and ES models applied to IBEX-35 stock index. The comparison has been carried out from a twofold perspective: accurate risk measure and loss functions. The results indicate that the method based on the conditional Extreme Value Theory (EVT) is the best in estimating market risk, outperforming Parametric method and Filter Historical Simulation.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
从准确函数和损失函数两个角度比较市场风险度量
根据基于巴塞尔偿付能力框架的新规定,即巴塞尔协议III和巴塞尔协议IV,金融机构必须根据预期缺口(ES)指标计算市场风险资本要求,取代风险价值(VaR)指标。在金融文献中,有许多论文致力于比较VaR方法,但很少有研究关注于比较ES方法。为了弥补这一差距,我们对应用于IBEX-35股指的VaR和ES模型进行了全面的比较。从准确的风险度量和损失函数两个角度进行了比较。结果表明,基于条件极值理论(EVT)的市场风险估计方法优于参数方法和滤波历史模拟方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
ACRN Journal of Finance and Risk Perspectives
ACRN Journal of Finance and Risk Perspectives Business, Management and Accounting-Business and International Management
CiteScore
3.30
自引率
0.00%
发文量
11
审稿时长
14 weeks
期刊介绍: This journal is special because it aims to provide an outlet for inter-disciplinary and more in-depth research papers with various methodological approaches from the broad fields of Finance, Risk and Accounting. The target group of this journal are academics who want to get a better understanding of the interconnectedness of their fields by acknowledging the methods and theories used in closely related areas. The JOFRP thus aims to overcome the self-imposed paradigmatic boundaries and reflexive isomorphisms of the individual, typically rather narrow fields and invites new and combined perspectives from the fields of Finance, Risk and Accounting. Despite its methodological, topical and disciplinary openness - it does so with a strong focus on academic rigour and robustness. Articles can vary in size and approaches but all articles will be strictly double-blind peer reviewed and authors are frequently invited to discuss the ramifications of their articles in the global FRAP and SSFII conferences.
期刊最新文献
The role of forensic auditing techniques in preventing non-government organisations’ financial statement fraud in South Africa using a proactive approach Currency Momentum: An Emerging Market Issue? Does ERM Sophistication Drive IPO Initial Performance in Emerging Market? Evidence from Malaysian Market Does IFRS 7 Disclosure Weaken Earnings Management? Evidence from Indonesian Conventional Commercial Banks A comparison of market risk measures from a twofold perspective: accurate and loss function
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1