Hammoudeh, Shawkat and Kang, Sang Hoon and Mensi, Walid and Nguyen, Duc Khuong (2014): Dynamic global linkages of the BRICS stock markets with the U.S. and Europe under external crisis shocks: Implications for portfolio risk forecasting.
Preview |
PDF
MPRA_paper_73400.pdf Download (895kB) | Preview |
Abstract
Crisis shocks often lead to changes in the interdependence across stock markets, and thus risk assessment and management. This paper investigates the extent to which the global financial crisis of 2008-2009, which was triggered by the US subprime crisis in 2007, and the European debt crisis started at the end of 2009, affect the interdependence of the leading emerging markets of the BRICS countries with those of the United States and Europe. Our empirical analysis makes use of the FIAPARCH model combined with the Dynamic Equicorrelation (DECO-FIAPARCH), which allows for the estimation of market linkage for a large group of countries as a whole, while controlling for asymmetric volatility and long memory. The results reveal the presence of important changes in the time-varying linkages of the BRICS stock markets with the US and European ones. In particular, the average linkages have significantly been higher between 2007 and the first half of 2012 than the remaining part of the sample, and there is also evidence of structural change around the Lehman Brothers collapse. We also show the effects of these stylized facts on portfolio risk assessment and forecasting.
Item Type: | MPRA Paper |
---|---|
Original Title: | Dynamic global linkages of the BRICS stock markets with the U.S. and Europe under external crisis shocks: Implications for portfolio risk forecasting |
Language: | English |
Keywords: | dynamic linkages; crisis shocks; risk assessment; DECO-FIAPARCH |
Subjects: | G - Financial Economics > G1 - General Financial Markets > G14 - Information and Market Efficiency ; Event Studies ; Insider Trading G - Financial Economics > G1 - General Financial Markets > G15 - International Financial Markets |
Item ID: | 73400 |
Depositing User: | Prof. Duc Khuong Nguyen |
Date Deposited: | 29 Aug 2016 17:23 |
Last Modified: | 26 Sep 2019 12:09 |
References: | Abbas, Q., Khan, S., Ali Shah, S.Z., 2013. Volatility transmission in regional Asian stock markets. Emerging Markets Review 16, 66–77. Aggarwal, R., Inclán, C., Leal, R., 1999. Volatility in emerging stock markets. Journal of Financial and Quantitative Analysis 34, 33 –55. Ahmad, W., Sehgal, S., Bhanumurthy, N.R., 2013. Eurozone crisis and BRIICKS stock markets: Contagion or market interdependence? Economic Modelling 33, 209–225. Aielli, G.P., 2013. Dynamic conditional correlation: on properties and estimation. Journal of Business and Economic Statistics 31, 282–299. Aloui, R., Ben Aissa, M.S., Nguyen, D.K., 2011. Global financial crisis, extreme interde- pendences, and contagion effects: the role of economic structure? Journal of Banking and Finance 35, 130–141. Arouri, M.H., Hammoudeh, S., Lahiani, A., Nguyen, D.K., 2012. Long memory and structural breaks in modeling the return and volatility dynamics of precious metals. The Quarterly Review of Economics and Finance 52, 207– 218. Bai, J., Perron, P., 2003. Computation and analysis of multiple structural change models. Journal of Applied Economics, 18, 1–22. Beirne, J., Caporale, G.M., Schulze-Ghattas, M., Spagnolo, N., 2010. Global and regional spillovers in emerging stock markets: a multivariate GARCH-in-mean analysis. Emerging Markets Review 11, 250–260. Bekaert G., Harvey, C.R., Ng, A., 2005. Market integration and contagion. Journal of Business 78, 39-70. Bekaert, G., Ehrmann, M., Fratzscher, M., Mehl, A., 2014. The global crisis and equity market contagion. Journal of Finance 69, 2597-2649. Bekaert, G., Harvey, C.R., 1995.Time-varying world market integration. Journal of Finance 50, 403–444. Bekaert, G., Harvey, C.R., 2000. Foreign speculators and emerging equity markets. Journal of Finance 55, 565-613. Bhar, R., Nikolova, B., 2009. Return, volatility spillovers and dynamic correlation in the BRIC equity markets: An analysis using a bivariate EGARCH framework. Global Finance Journal 19, 203–218. Bianconi, M., Yoshino, J. A., de Sousa., M. O., 2013. BRIC and the U.S. financial crisis: An empirical investigation of stock and bond markets. Emerging Markets Review14, 76–109. Chiang, S.M., Chen, H.F., Lin, C.T., 2013. The spillover effects of the sub-prime mortgage crisis and optimum asset allocation in the BRICV stock markets. Global Finance Journal 24, 30–43. Cho, S., Hyde, S., Nguyen, N., 2015. Time-varying regional and global integration and contagion: Evidence from style portfolios. International Review of Financial Analysis 42, 109-131. Christoffersen, P., 2009. Value-at-risk models. In T. Andersen, R. Davis, J.-P. Kreiss, & T. Mikosch (Eds.), Handbook of financial time series. New York: Springer Verlag. DeSantis, G., Imrohoroglu S., 1997. Stock Returns and Volatility in Emerging Financial Markets.Journal of International Money and Finance 16, 561–579. Dickey, D., Fuller, W., 1979. Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association 74, 427–431. Dimitriou, D., Kenourgios, D., Simos, T., 2013. Global financial crisis and emerging stock market contagion: A multivariate FIAPARCH–DCC approach. International Review of Financial Analysis 30, 46–56. Dooley, M., Hutchison, M., 2009. Transmission of the U.S. subprime crisis to emerging markets: evidence on the decoupling–recoupling hypothesis. Journal of International Money and Finance 28, 1331–1349. Dungey, M., Milunovich, G., Thorp, S., Yang, M., 2015. Endogenous crisis dating and contagion using smooth transition structural GARCH. Journal of Banking & Finance 58, 71-79. Engle, R.F., 1982. Autoregressive Conditional Heteroskedasticity with Estimates of the Variance of United Kingdom Inflation. Econometrica 50, 987–1007. Engle, R.F., 2002. Dynamic conditional correlation: A simple class of multivariate generalized autoregressive conditional heteroskedasticity models. Journal of Business & Economic Statistics 20, 339–350. Engle, R.F., Kelly, B., 2012. Dynamic Equicorrelation. Journal of Business & Economic Statistics 30, 212–228. Engle, R. F., Manganelli, S., 2002. CAViaR: Conditional Autoregressive Value at Risk by Regression Quantiles. Manuscript, University of California, San Diego. Geweke, J., Porter-Hudak, S., 1983. The estimation and application of long memory time series models. Journal of Time Series Analysis 4, 221–238. Giot, P., Laurent, S., 2003.Value-at-risk for long and short trading positions. Journal of Applied Econometrics 18, 641–664. Hamilton, J. D., 1989. A new approach to the economic analysis of nonstationary time series and the business cycle. Econometrica 57, 357–384. Hwang, E., Min, H.G., Kim, B.H., Kim, H., 2013. Determinants of stock market comovements among US and emerging economies during the US financial crisis. Economic Modelling 35, 338–348. Inclán, C., Tiao, G.C., 1994. Use of cumulative sums of squares for retrospective detection of changes of variance. Journal of the American Statistical Association 89, 913–923. Jorian, P., 2007. Value at risk: The new benchmark for managing financial risk (3rd ed.). McGraw-Hill. Kim, E.H., Singal, V., 2000. Stock market openings: experience of emerging economies. Journal of Business 73, 25-66. Kupiec, P., 1995. Techniques for verifying the accuracy of risk measurement models. Journal of Derivatives 2, 17–184. Kwiatkowski, D., Phillips, P.C. B., Schmidt, P., Shim, Y., 1992. Testing the null hypothesis of stationarity against the alternative of a unit root: how sure are we that economic time series are non-stationary? Journal of Econometrics 54, 159–178. Philips, P.C.B., Perron, P., 1988. Testing for unit roots in time series regression. Biometrika 75, 335–346. Pragidis, I.C., Aielli, G.P., Chionis, D., Schizas, P., 2015. Contagion effects during financial crisis: Evidence from the Greek sovereign bonds market. Journal of Financial Stability 18, 127-138. Wang, Z., Yang, J., Bessler, D.A., 2003. Financial crisis and African stock market integration. Applied Economics Letters 10, 527–533. Wu, P., Shieh, S. J., 2007. Value-At-Risk analysis for long-term interest rate futures: Fat-tail and long memory in return innovations. Journal of Empirical Finance 14, 248–259. Zhang, B., Li, X., Yu, H., 2013. Has recent financial crisis changed permanently the correlations between BRICS and developed stock markets? North American Journal of Economics and Finance 26, 725–738. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/73400 |