Copula-based analysis of tail dependence between Shanghai and Shenzhen stock market of indexes

被引:0
|
作者
Tian, XS [1 ]
Chen, ZQ [1 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Econ, Wuhan 430074, Peoples R China
关键词
copula; tail dependence; student t copula;
D O I
暂无
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
In this paper we investigate tail dependence of the log-returns between Shanghai and Shenzhen Stock Exchange (SSSE) indexes. We characterize tail dependence using a bivariate student t copula model and obtain a simple form of Tail Dependence Coefficient (TDC). Base on the representation we simulate the scenes of the above two stock markets and get a simulation result of TDC. Then we give a robust estimation of TDC via non-parameter method and compare it with the simulated result. We find that although the two results prove the existence of the tail dependence consistently, they have some difference on the value of TDC. We analyze the possible reasons behind the difference and propose some suggestions to improve the model.
引用
收藏
页码:2078 / 2082
页数:5
相关论文
共 50 条
  • [11] A COPULA-BASED CORRELATION MEASURE AND ITS APPLICATION IN CHINESE STOCK MARKET
    Wen, Fenghua
    Liu, Zhifeng
    [J]. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2009, 8 (04) : 787 - 801
  • [12] Spillover Effect between Shanghai, Shenzhen and Hong Kong Stock Market: A Comparative Analysis Based on "Through Train of Hong Kong Stock"
    Zhang Xin-dong
    Zhao Fang
    Feng Ya-zhu
    [J]. 2009 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING (16TH), VOLS I AND II, CONFERENCE PROCEEDINGS, 2009, : 1432 - 1441
  • [13] Copula-based analysis of multivariate dependence patterns between dimensions of poverty in Europe
    Garcia-Gomez, Cesar
    Perez, Ana
    Prieto-Alaiz, Mercedes
    [J]. REVIEW OF INCOME AND WEALTH, 2021, 67 (01) : 165 - 195
  • [14] Risk implications of dependence in the commodities: A copula-based analysis
    Jain, Prachi
    Maitra, Debasish
    [J]. GLOBAL FINANCE JOURNAL, 2023, 57
  • [15] Copula-based High Dimensional Cross-market Dependence Modeling
    Xu, Jia
    Wei, Wei
    Cao, Longbing
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA), 2017, : 734 - 743
  • [16] Modeling Return Rate Correlation Between Shanghai and Shenzhen Stock Markets using Copula Function
    Chen, Yibing
    Zhang, Lingling
    Shi, Yong
    [J]. 2012 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY WORKSHOPS (WI-IAT WORKSHOPS 2012), VOL 3, 2012, : 20 - 24
  • [17] Analysis of relations between Shanghai-Shenzhen 300 index in China and the world's primary stock indexes
    Gao, Ying
    Jin, Lili
    Zou, Yi
    [J]. Sixth Wuhan International Conference on E-Business, Vols 1-4: MANAGEMENT CHALLENGES IN A GLOBAL WORLD, 2007, : 1787 - 1792
  • [18] Copula-based measures of asymmetry between the lower and upper tail probabilities
    Kato, Shogo
    Yoshiba, Toshinao
    Eguchi, Shinto
    [J]. STATISTICAL PAPERS, 2022, 63 (06) : 1907 - 1929
  • [19] Copula-based measures of asymmetry between the lower and upper tail probabilities
    Shogo Kato
    Toshinao Yoshiba
    Shinto Eguchi
    [J]. Statistical Papers, 2022, 63 : 1907 - 1929
  • [20] TAIL DEPENDENCE IN ASIAN STOCK MARKETS BASED ON THE COPULA WITH VINE STRUCTURE
    Cai, Fengjing
    Li, Yuan
    [J]. 3RD INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND COMPUTER SCIENCE (ITCS 2011), PROCEEDINGS, 2011, : 299 - 302