A method for evaluating the extreme risk sources of financial markets: The case of stock markets in China

被引:1
|
作者
Di, Junpeng [1 ]
Zhu, Pingfang [1 ]
机构
[1] Shanghai Acad Social Sci, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
Bayesian quantile regression; CVaR-Granger causality test; Extreme risk; Source;
D O I
10.1016/j.gfj.2015.01.002
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Risk contagion has attracted increasing research attention in recent years. In this paper, we combined conditional Value at Risk (CVaR), Bayesian quantile regression and Granger causality test to propose a Bayesian CVaR-Granger causality test method, which is an efficient tool in analyzing sources of extreme risks in a financial market. Using this method, we determined the sources of extreme risks in major stock markets in China. (C) 2015 Published by Elsevier Inc.
引用
收藏
页码:18 / 28
页数:11
相关论文
共 50 条
  • [1] An early warning method for extreme risk in financial markets
    Huang L.
    Journal of Commercial Biotechnology, 2022, 27 (03) : 147 - 157
  • [2] Anomalies and Heterogeneity of China Stock Markets in the Financial Crisis
    Xia, Weili
    Gao, Xiaoming
    Jiang, Jijiao
    2009 INTERNATIONAL CONFERENCE ON NEW TRENDS IN INFORMATION AND SERVICE SCIENCE (NISS 2009), VOLS 1 AND 2, 2009, : 875 - 879
  • [3] MEASURING FINANCIAL RISK USING VALUE AT RISK WITH GARCH AND EXTREME VALUE THEORY IN THE CEE STOCK MARKETS
    Anghel, Lucian Claudiu
    Solomon, Cristian Ioan
    NON-BANK FINANCE - INNOVATION, CONSUMER PROTECTION AND FINANCIAL STABILITY IN DEVELOPING COUNTRIES, 2016, : 17 - 35
  • [4] Can policy and financial risk predict stock markets?
    Helseth, Marius Aleksander Emblem
    Krakstad, Svein Olav
    Molnar, Peter
    Norlin, Karl-Martin
    JOURNAL OF ECONOMIC BEHAVIOR & ORGANIZATION, 2020, 176 : 701 - 719
  • [5] The tail behavior of extreme stock returns in the Gulf emerging markets An implication for financial risk management
    Maghyereh, Aktham
    Al-Zoubi, Haitham
    STUDIES IN ECONOMICS AND FINANCE, 2008, 25 (01) : 21 - +
  • [6] Evaluating Extremal Dependence in Stock Markets Using Extreme Value Theory
    Singh, Abhay K.
    Allen, David E.
    Powell, Robert J.
    19TH INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION (MODSIM2011), 2011, : 1485 - 1491
  • [7] China, Japan and the US Stock Markets and the Global Financial Crisis
    Zhang Y.
    Asia-Pacific Financial Markets, 2018, 25 (1) : 23 - 45
  • [8] Extreme risk spillovers between crude oil and stock markets
    Du, Limin
    He, Yanan
    ENERGY ECONOMICS, 2015, 51 : 455 - 465
  • [9] RELATIONSHIP DERIVATIVES FINANCIAL MARKETS, MONEY AND STOCK MARKETS AS A SUBSYSTEM OF FINANCIAL MARKET
    Yelnikova, Yulia
    BALTIC JOURNAL OF ECONOMIC STUDIES, 2016, 2 (01) : 39 - 45
  • [10] Managing extreme risk in some major stock markets: An extreme value approach
    Karmakar, Madhusudan
    Shukla, Girja K.
    INTERNATIONAL REVIEW OF ECONOMICS & FINANCE, 2015, 35 : 1 - 25