Extremal dependence tests for contagion

被引:49
作者
Fry-McKibbin, Renee [1 ,2 ]
Hsiao, Cody Yu-Ling [1 ,3 ]
机构
[1] CAMA, Macau, Peoples R China
[2] Australian Natl Univ, Crawford Sch Publ Policy, Canberra, ACT, Australia
[3] Macau Univ Sci & Technol, Sch Business, Macau, Peoples R China
关键词
Co-skewness; co-kurtosis; co-volatility; contagion testing; extremal dependence; financial crisis; Lagrange multiplier tests; MARKET EQUILIBRIUM; HIGHER-ORDER; RISK; SKEWNESS; PREFERENCE; VOLATILITY; VALUATION; LIQUIDITY;
D O I
10.1080/07474938.2015.1122270
中图分类号
F [经济];
学科分类号
02 ;
摘要
A new test for financial market contagion based on changes in extremal dependence defined as co-kurtosis and co-volatility is developed to identify the propagation mechanism of shocks across international financial markets. The proposed approach captures changes in various aspects of the asset return relationships such as cross-market mean and skewness (co-kurtosis) as well as cross-market volatilities (co-volatility). Monte Carlo experiments show that the tests perform well except for when crisis periods are short in duration. Small crisis sample critical values are calculated for use in this case. In an empirical application involving the global financial crisis of 2008-2009, the results show that significant contagion effects are widespread from the US banking sector to global equity markets and banking sectors through either the co-kurtosis or the co-volatility channels, reinforcing that higher order moments matter during crises.
引用
收藏
页码:626 / 649
页数:24
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