Risk spillover between the US and the remaining G7 stock markets using time-varying copulas with Markov switching: Evidence from over a century of data

被引:41
作者
Ji, Qiang [1 ,2 ]
Liu, Bing-Yue [3 ]
Cunado, Juncal [4 ]
Gupta, Rangan [5 ]
机构
[1] Chinese Acad Sci, Inst Sci & Dev, Ctr Energy & Environm Policy Res, Beijing 100190, Peoples R China
[2] Univ Chinese Acad Sci, Sch Publ Policy & Management, Beijing 100049, Peoples R China
[3] Beihang Univ, Sch Econ & Management, Beijing 100191, Peoples R China
[4] Univ Navarra, Sch Econ, Edificio Amigos, E-31080 Pamplona, Spain
[5] Univ Pretoria, Dept Econ, ZA-0002 Pretoria, South Africa
基金
中国国家自然科学基金;
关键词
Time-varying copula; Markov switching; CoVaR; Risk spillover; G7 stock markets; SYSTEMIC RISK; RETURN PREDICTABILITY; FINANCIAL CRISIS; DEPENDENCE; MODEL; INTEGRATION; CONTAGION; ENERGY;
D O I
10.1016/j.najef.2018.09.004
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
This paper analyses the risk spillover effect between the US stock market and the remaining G7 stock markets by measuring the conditional Value-at-Risk (CoVaR) using time-varying copula models with Markov switching and data that covers more than 100 years. The main results suggest that the dependence structure varies with time and has distinct high and low dependence regimes. Our findings verify the existence of risk spillover between the US stock market and the remaining G7 stock markets. Furthermore, the results imply the following: 1) abnormal spikes of dynamic CoVaR were induced by well-known historical economic shocks; 2) The value of upside risk spillover is significantly larger than the downside risk spillover and 3) The magnitudes of risk spillover from the remaining G7 countries to the US are significantly larger than that from the US to these countries.
引用
收藏
页数:15
相关论文
共 65 条
[1]  
Acharya V., 2010, WORKING PAPER
[2]  
Adrian R., 2011, 17454 NBER
[3]  
Ahnert T., 2015, BANK CANADA WORKING, V319
[4]   Portfolio Choice in Markets with Contagion [J].
Ait-Sahalia, Yacine ;
Hurd, Thomas Robert .
JOURNAL OF FINANCIAL ECONOMETRICS, 2016, 14 (01) :1-28
[5]   International asset allocation with regime shifts [J].
Ang, A ;
Bekaert, G .
REVIEW OF FINANCIAL STUDIES, 2002, 15 (04) :1137-1187
[6]   Asymmetric correlations of equity portfolios [J].
Ang, A ;
Chen, J .
JOURNAL OF FINANCIAL ECONOMICS, 2002, 63 (03) :443-494
[7]  
[Anonymous], 1996, ESTIMATION METHOD IN
[8]  
[Anonymous], 17182 NBER
[9]  
[Anonymous], 2009, Global Financial Stability Review, P73
[10]   A spatial analysis of international stock market linkages [J].
Asgharian, Hossein ;
Hess, Wolfgang ;
Liu, Lu .
JOURNAL OF BANKING & FINANCE, 2013, 37 (12) :4738-4754