基于Vine-Copula模型的中美股市相关性分析

Zhiyuan Ren, R. Tu, Huiying Yang
{"title":"基于Vine-Copula模型的中美股市相关性分析","authors":"Zhiyuan Ren, R. Tu, Huiying Yang","doi":"10.1145/3386415.3386970","DOIUrl":null,"url":null,"abstract":"This paper proposes a GARCH-Vine copula model to analyze the tail dependence of different stock markets based on the fat-tail and volatility clustering characteristics of financial data and use it to study the structure and tail dependence of Chinese and American stock markets. The research results show that the proposed model is feasible and effective. China and US stock markets are linked in structure and volatility. As an intermediate node and the representative of Hong Kong stock market, Hang Seng Index (HIS) connects the mainland and the US stock market, and it is easy to become a way for external risks to spread.","PeriodicalId":250211,"journal":{"name":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Correlation Analysis of Chinese and American Stock Markets Based on Vine-Copula Model\",\"authors\":\"Zhiyuan Ren, R. Tu, Huiying Yang\",\"doi\":\"10.1145/3386415.3386970\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper proposes a GARCH-Vine copula model to analyze the tail dependence of different stock markets based on the fat-tail and volatility clustering characteristics of financial data and use it to study the structure and tail dependence of Chinese and American stock markets. The research results show that the proposed model is feasible and effective. China and US stock markets are linked in structure and volatility. As an intermediate node and the representative of Hong Kong stock market, Hang Seng Index (HIS) connects the mainland and the US stock market, and it is easy to become a way for external risks to spread.\",\"PeriodicalId\":250211,\"journal\":{\"name\":\"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering\",\"volume\":\"13 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-12-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3386415.3386970\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3386415.3386970","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

本文基于金融数据的肥尾和波动聚类特征,提出了一种GARCH-Vine copula模型来分析不同股票市场的尾部依赖性,并将其用于研究中美股票市场的结构和尾部依赖性。研究结果表明,该模型是可行和有效的。中国股市和美国股市在结构和波动性方面存在关联。恒生指数作为香港股市的中间节点和代表,连接着内地和美国股市,容易成为外部风险扩散的一种方式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Correlation Analysis of Chinese and American Stock Markets Based on Vine-Copula Model
This paper proposes a GARCH-Vine copula model to analyze the tail dependence of different stock markets based on the fat-tail and volatility clustering characteristics of financial data and use it to study the structure and tail dependence of Chinese and American stock markets. The research results show that the proposed model is feasible and effective. China and US stock markets are linked in structure and volatility. As an intermediate node and the representative of Hong Kong stock market, Hang Seng Index (HIS) connects the mainland and the US stock market, and it is easy to become a way for external risks to spread.
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
自引率
0.00%
发文量
0
×
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