Domestic and foreign sources of volatility spillover to South African asset classes
AbstractThe paper characterises domestic and foreign sources of volatility transmission for South African (SA) bonds, commodities, currencies, and equities. We introduce a small-open-economy extension of the volatility spillover model proposed by Diebold and Yilmaz (2012). Based on generalised variance decompositions (Pesaran and Shin, 1998) of a vector autoregressive model, this approach combines bidirectional spillovers exchanged by domestic assets with volatility injections imported from shocks to the global financial system. The analysis relates to a sample of daily observations ranging from October 1996 to June 2010. The estimated spillover levels are time-varying, and increase during domestic and foreign crises. Average domestic spillovers of 38% exceed average foreign spillovers of 4.7%, and maximum domestic spillovers estimated for the United States for a similar sample period (Diebold and Yilmaz, 2012). These findings suggest a high degree of systemic risk in SA and, furthermore, that this risk is predominantly related to country-specific factors. Commodity and equity shocks are identified as the primary sources of spillovers to other asset classes.
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Bibliographic InfoArticle provided by Elsevier in its journal Economic Modelling.
Volume (Year): 31 (2013)
Issue (Month): C ()
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Web page: http://www.elsevier.com/locate/inca/30411
Asset market linkages; Financial crises; Generalised variance decompositions; Small open economies; Volatility spillovers;
Find related papers by JEL classification:
- G01 - Financial Economics - - General - - - Financial Crises
- G1 - Financial Economics - - General Financial Markets
- F3 - International Economics - - International Finance
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- Diebold, Francis X. & Yilmaz, Kamil, 2007.
"Measuring financial asset return and volatility spillovers, with application to global equity markets,"
CFS Working Paper Series
2007/02, Center for Financial Studies (CFS).
- FrancisX. Diebold & Kamil Yilmaz, 2009. "Measuring Financial Asset Return and Volatility Spillovers, with Application to Global Equity Markets," Economic Journal, Royal Economic Society, vol. 119(534), pages 158-171, 01.
- Francis X. Diebold & Kamil Yilmaz, 2007. "Measuring Financial Asset Return and Volatility Spillovers, With Application to Global Equity Markets," PIER Working Paper Archive 07-002, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
- Francis X. Diebold & Kamil Yılmaz, 2007. "Measuring Financial Asset Return and Volatility Spillovers, With Application to Global Equity Markets," KoÃ§ University-TUSIAD Economic Research Forum Working Papers 0705, Koc University-TUSIAD Economic Research Forum.
- Francis X. Diebold & Kamil Yilmaz, 2008. "Measuring financial asset return and volatility spillovers, with application to global equity markets," Working Papers 08-16, Federal Reserve Bank of Philadelphia.
- Diebold, Francis X. & Yilmaz, Kamil, 2008. "Measuring financial asset return and volatilty spillovers, with application to global equity markets," CFS Working Paper Series 2008/26, Center for Financial Studies (CFS).
- Francis X. Diebold & Kamil Yilmaz, 2008. "Measuring Financial Asset Return and Volatility Spillovers, With Application to Global Equity Markets," NBER Working Papers 13811, National Bureau of Economic Research, Inc.
- Graciela L. Kaminsky & Sergio L. Schmukler, 1999.
"What triggers market jitters: a chronicle of the Asian crisis,"
International Finance Discussion Papers
634, Board of Governors of the Federal Reserve System (U.S.).
- Kaminsky, Graciela L. & Schmukler, Sergio L., 1999. "What triggers market jitters?: A chronicle of the Asian crisis," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 537-560, August.
- Kaminsky, Graciela L. & Schmukler, Sergio L., 1999. "What triggers market jitters? A chronicle of the Asian crisis," Policy Research Working Paper Series 2094, The World Bank.
- Andrea Beltratti & Claudio Morana, 2006.
"Comovements in International Stock Markets,"
ICER Working Papers
3-2006, ICER - International Centre for Economic Research.
- Morana, Claudio & Beltratti, Andrea, 2008. "Comovements in international stock markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(1), pages 31-45, February.
- Stefano Battiston & Domenico Delli Gatti & Mauro Gallegati & Bruce C. Greenwald & Joseph E. Stiglitz, 2009.
"Liaisons Dangereuses: Increasing Connectivity, Risk Sharing, and Systemic Risk,"
NBER Working Papers
15611, National Bureau of Economic Research, Inc.
- Battiston, Stefano & Delli Gatti, Domenico & Gallegati, Mauro & Greenwald, Bruce & Stiglitz, Joseph E., 2012. "Liaisons dangereuses: Increasing connectivity, risk sharing, and systemic risk," Journal of Economic Dynamics and Control, Elsevier, vol. 36(8), pages 1121-1141.
- MArdi Dungey & Renee Fry & Brenda Gonzales-Hermosillo & Vance L. Martin & Chrismin Tang, 2008.
"Are Financial Crises Alike?,"
CAMA Working Papers
2008-15, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Laura E. Kodres & Matthew Pritsker, 2002. "A Rational Expectations Model of Financial Contagion," Journal of Finance, American Finance Association, vol. 57(2), pages 769-799, 04.
- Tobias Knedlik & Rolf Scheufele, 2008. "Forecasting Currency Crises: Which Methods Signaled The South African Crisis Of June 2006?," South African Journal of Economics, Economic Society of South Africa, vol. 76(3), pages 367-383, 09.
- Vance L. Martin & Mardi Dungey, 2007. "Unravelling financial market linkages during crises," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(1), pages 89-119.
- Markus K. Brunnermeier, 2009. "Deciphering the Liquidity and Credit Crunch 2007-2008," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 77-100, Winter.
- Fleming, Jeff & Kirby, Chris & Ostdiek, Barbara, 1998. "Information and volatility linkages in the stock, bond, and money markets," Journal of Financial Economics, Elsevier, vol. 49(1), pages 111-137, July.
- Elena Dumitrescu & Rabah Arezki & Andreas Freytag & Marc Quintyn, 2012. "Commodity Prices and Exchange Rate Volatility: Lessons from South Africaâ€™s Capital Account Liberalization," IMF Working Papers 12/168, International Monetary Fund.
- Andrew stuart Duncan & Guangling"dave" Liu, 2009.
"Modelling South African Currency Crises As Structural Changes In The Volatility Of The Rand,"
South African Journal of Economics,
Economic Society of South Africa, vol. 77(3), pages 363-379, 09.
- Andrew S Duncan & Guangling D Liu, 2009. "Modelling South African Currency Crises as Structural Changes in the Volatility of the Rand," Working Papers 140, Economic Research Southern Africa.
- Andrew Stuart Duncan & Alain Kabundi, 2011. "Global Financial Crises and Time-varying Volatility Comovement in World Equity Markets," Working Papers 253, Economic Research Southern Africa.
- Andersen, Torben G & Bollerslev, Tim, 1998. "Answering the Skeptics: Yes, Standard Volatility Models Do Provide Accurate Forecasts," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 885-905, November.
- Pesaran, M. H. & Shin, Y., 1997.
"Generalised Impulse Response Analysis in Linear Multivariate Models,"
Cambridge Working Papers in Economics
9710, Faculty of Economics, University of Cambridge.
- Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
- Sugimoto, Kimiko & Matsuki, Takashi & Yoshida, Yushi, 2013. "The global financial crisis: An analysis of the spillover effects on African stock markets," MPRA Paper 50473, University Library of Munich, Germany.
- Mina Dragouni & George Filis & Nikolaos Antonakakis, 2013.
"Time-Varying Interdependencies of Tourism and Economic Growth: Evidence from European Countries,"
FIW Working Paper series
- Antonakakis, Nikolaos & Dragouni, Mina & Filis, George, 2013. "Time-Varying Interdependencies of Tourism and Economic Growth: Evidence from European Countries," MPRA Paper 48715, University Library of Munich, Germany.
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