An Analysis of the Dependence Among Financial Markets by Spatial Contagion

被引:28
作者
Durante, Fabrizio [1 ]
Foscolo, Enrico [1 ]
机构
[1] Free Univ Bozen Bolzano, Sch Econ & Management, I-39100 Bolzano, Italy
关键词
HIERARCHICAL STRUCTURE; COPULA; VOLATILITY;
D O I
10.1002/int.21578
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Spatial contagion between two financial markets X and Y appears when there is more dependence between X and Y when they are doing badly than when they exhibit typical performance. In this paper, we introduce an index to measure the contagion effects. This tool is based on the use of suitable copulas associated with the markets and on the calculation of the related conditional Spearman's correlation coefficients. As an empirical application, the proposed index is used to create a clustering of European stock market indices to assess their behavior in the recent years. The whole procedure is expected to be useful for portfolio diversification in crisis periods.
引用
收藏
页码:319 / 331
页数:13
相关论文
共 33 条
[1]   Contagion determination via copula and volatility threshold models [J].
Arakelian, Veni ;
Dellaportas, Petros .
QUANTITATIVE FINANCE, 2012, 12 (02) :295-310
[2]  
Bradley B., 2004, FINANCE LETT, V2, P8
[3]  
Bradley B., 2005, FINANCE LETT, V3, P77
[4]  
Bradley B.O., 2005, FINANCE LETT, V3, P64
[5]   Hierarchical structure of the German stock market [J].
Brida, J. Gabriel ;
Risso, W. Adrian .
EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (05) :3846-3852
[6]   Symbolic hierarchical analysis in currency markets: An application to contagion in currency crises [J].
Brida, Juan Gabriel ;
Matesanz Gomez, David ;
Risso, Wiston Adrian .
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (04) :7721-7728
[7]   Increasing correlations or just fat tails? [J].
Campbell, Rachel A. J. ;
Forbes, Catherine S. ;
Koedijk, Kees G. ;
Kofman, Paul .
JOURNAL OF EMPIRICAL FINANCE, 2008, 15 (02) :287-309
[8]  
Cappiello L., 2006, J. Financ. Econometri, V4, P537, DOI DOI 10.1093/JJFINEC/NBL005
[9]   Estimation and model selection of semiparametric copula-based multivariate dynamic models under copula misspecification [J].
Chen, Xiaohong ;
Fan, Yanqin .
JOURNAL OF ECONOMETRICS, 2006, 135 (1-2) :125-154
[10]  
Cheng K., 2012, Applied Financial Economics, V22, P989, DOI DOI 10.1080/09603107.2011.633889