关于一篮子加密货币的回报分布及其影响

IF 1.2 Q3 ECONOMICS
Christoph J. Börner, Ingo Hoffmann, Lars M. Kürzinger, Tim Schmitz
{"title":"关于一篮子加密货币的回报分布及其影响","authors":"Christoph J. Börner,&nbsp;Ingo Hoffmann,&nbsp;Lars M. Kürzinger,&nbsp;Tim Schmitz","doi":"10.1016/j.rie.2025.101028","DOIUrl":null,"url":null,"abstract":"<div><div>This study evaluates the risk associated with capital allocation in cryptocurrencies (CCs) using a basket of 27 CCs and the CC index EWCI-. We apply basic statistical tests to model the body distribution of CC returns. Consistent with prior research, the stable distribution (SDI) is the most suitable model for the body distribution. However, due to less favorable properties in the tail area for high quantiles, the generalized Pareto distribution is employed. A combination of both distributions is utilized to calculate Value at Risk and Conditional Value at Risk, revealing distinct risk characteristics in two subgroups of CCs.</div></div>","PeriodicalId":46094,"journal":{"name":"Research in Economics","volume":"79 1","pages":"Article 101028"},"PeriodicalIF":1.2000,"publicationDate":"2025-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"On the return distributions of a basket of cryptocurrencies and subsequent implications\",\"authors\":\"Christoph J. Börner,&nbsp;Ingo Hoffmann,&nbsp;Lars M. Kürzinger,&nbsp;Tim Schmitz\",\"doi\":\"10.1016/j.rie.2025.101028\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study evaluates the risk associated with capital allocation in cryptocurrencies (CCs) using a basket of 27 CCs and the CC index EWCI-. We apply basic statistical tests to model the body distribution of CC returns. Consistent with prior research, the stable distribution (SDI) is the most suitable model for the body distribution. However, due to less favorable properties in the tail area for high quantiles, the generalized Pareto distribution is employed. A combination of both distributions is utilized to calculate Value at Risk and Conditional Value at Risk, revealing distinct risk characteristics in two subgroups of CCs.</div></div>\",\"PeriodicalId\":46094,\"journal\":{\"name\":\"Research in Economics\",\"volume\":\"79 1\",\"pages\":\"Article 101028\"},\"PeriodicalIF\":1.2000,\"publicationDate\":\"2025-01-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Research in Economics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1090944325000055\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ECONOMICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Research in Economics","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1090944325000055","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0

摘要

本研究使用一篮子27个加密货币和加密货币指数EWCI-来评估与加密货币(CC)资本配置相关的风险。我们应用基本的统计检验来模拟CC收益的主体分布。与以往的研究一致,稳定分布(SDI)模型是最适合的体分布模型。然而,由于高分位数尾部区域的特性不太好,因此采用广义Pareto分布。两种分布的组合被用来计算风险值和条件风险值,揭示了两个cc亚组中不同的风险特征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the return distributions of a basket of cryptocurrencies and subsequent implications
This study evaluates the risk associated with capital allocation in cryptocurrencies (CCs) using a basket of 27 CCs and the CC index EWCI-. We apply basic statistical tests to model the body distribution of CC returns. Consistent with prior research, the stable distribution (SDI) is the most suitable model for the body distribution. However, due to less favorable properties in the tail area for high quantiles, the generalized Pareto distribution is employed. A combination of both distributions is utilized to calculate Value at Risk and Conditional Value at Risk, revealing distinct risk characteristics in two subgroups of CCs.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
1.40
自引率
0.00%
发文量
37
审稿时长
89 days
期刊介绍: Established in 1947, Research in Economics is one of the oldest general-interest economics journals in the world and the main one among those based in Italy. The purpose of the journal is to select original theoretical and empirical articles that will have high impact on the debate in the social sciences; since 1947, it has published important research contributions on a wide range of topics. A summary of our editorial policy is this: the editors make a preliminary assessment of whether the results of a paper, if correct, are worth publishing. If so one of the associate editors reviews the paper: from the reviewer we expect to learn if the paper is understandable and coherent and - within reasonable bounds - the results are correct. We believe that long lags in publication and multiple demands for revision simply slow scientific progress. Our goal is to provide you a definitive answer within one month of submission. We give the editors one week to judge the overall contribution and if acceptable send your paper to an associate editor. We expect the associate editor to provide a more detailed evaluation within three weeks so that the editors can make a final decision before the month expires. In the (rare) case of a revision we allow four months and in the case of conditional acceptance we allow two months to submit the final version. In both cases we expect a cover letter explaining how you met the requirements. For conditional acceptance the editors will verify that the requirements were met. In the case of revision the original associate editor will do so. If the revision cannot be at least conditionally accepted it is rejected: there is no second revision.
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信