Measuring the Frequency Dynamics of Financial Connectedness and Systemic Risk

作者: Jozef Baruník , Tomáš Křehlík

DOI: 10.1093/JJFINEC/NBY001

关键词:

摘要: We propose a new framework for measuring connectedness among financial variables that arise due to heterogeneous frequency responses shocks. To estimate in short-, medium-, and long-term cycles, we introduce based on the spectral representation of variance decompositions. In an empirical application, document rich time-frequency dynamics volatility U.S. institutions. Economically, periods which is created at high frequencies are when stock markets seem process information rapidly calmly, shock one asset system will have impact mainly short term. When lower frequencies, it suggests shocks persistent being transmitted longer periods.

参考文章(37)
Federico M. Bandi, Andrea Tamoni, The Horizon of Systematic Risk: A New Beta Representation Social Science Research Network. ,(2017) , 10.2139/SSRN.2337973
Robert F. Engle, Giampiero M. Gallo, Margherita Velucchi, Volatility Spillovers in East Asian Financial Markets: A Mem-Based Approach The Review of Economics and Statistics. ,vol. 94, pp. 222- 223 ,(2012) , 10.1162/REST_A_00167
Jörg Breitung, Bertrand Candelon, Testing for short- and long-run causality: A frequency-domain approach Journal of Econometrics. ,vol. 132, pp. 363- 378 ,(2006) , 10.1016/J.JECONOM.2005.02.004
Alfred Stiassny, A spectral decomposition for structural VAR models Empirical Economics. ,vol. 21, pp. 535- 555 ,(1996) , 10.1007/BF01180700
Hiroshi Yamada, Wei Yanfeng, Some Theoretical and Simulation Results on the Frequency Domain Causality Test Econometric Reviews. ,vol. 33, pp. 936- 947 ,(2014) , 10.1080/07474938.2013.808488
Nathan S. Balke, Mark E. Wohar, LOW-FREQUENCY MOVEMENTS IN STOCK PRICES: A STATE-SPACE DECOMPOSITION The Review of Economics and Statistics. ,vol. 84, pp. 649- 667 ,(2002) , 10.1162/003465302760556477
John Geweke, Measurement of Linear Dependence and Feedback between Multiple Time Series Journal of the American Statistical Association. ,vol. 77, pp. 304- 313 ,(1982) , 10.1080/01621459.1982.10477803
Francis X. Diebold, Kamil Yilmaz, Better to give than to receive: Predictive directional measurement of volatility spillovers International Journal of Forecasting. ,vol. 28, pp. 57- 66 ,(2012) , 10.1016/J.IJFORECAST.2011.02.006
H.Hashem Pesaran, Yongcheol Shin, Generalized Impulse Response Analysis in Linear Multivariate Models Economics Letters. ,vol. 58, pp. 17- 29 ,(1998) , 10.1016/S0165-1765(97)00214-0
John F. Geweke, Measures of Conditional Linear Dependence and Feedback between Time Series Journal of the American Statistical Association. ,vol. 79, pp. 907- 915 ,(1984) , 10.1080/01621459.1984.10477110