Is the Potential for International Diversi?cation Disappearing? A Dynamic Copula Approach
Abstract
International equity markets are characterized by nonlinear dependence and asymmetries. We propose a new dynamic asymmetric copula model to capture long-run and short-run dependence, multivariate nonnormality, and asymmetries in large cross-sections. We find that copula correlations have increased markedly in both developed markets (DMs) and emerging markets (EMs), but they are much lower for EMs than for DMs. Tail dependence has also increased but its level is still relatively low for EMs. We propose new measures of dynamic diversi?cation bene?ts that take into account higher order moments and nonlinear dependence. The bene?fits from international diversi?cation have reduced over time, drastically so for DMs. EMs still offer signi?cant diversi?cation bene?ts, especially during large market downturns.Download Info
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Paper provided by School of Economics and Management, University of Aarhus in its series CREATES Research Papers with number 2012-48.Length: 53
Date of creation: 24 May 2012
Date of revision:
Handle: RePEc:aah:create:2012-48
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Web page: http://www.econ.au.dk/afn/
Related research
Keywords: Asset allocation; dynamic dependence; dynamic copula; asymmetric dependence.;Other versions of this item:
- Peter Christoffersen & Vihang Errunza & Kris Jacobs & Hugues Langlois, 2012. "Is the Potential for International Diversification Disappearing? A Dynamic Copula Approach," Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3711-3751.
- G12 - Financial Economics - - General Financial Markets - - - Asset Pricing
This paper has been announced in the following NEP Reports:
- NEP-ALL-2012-12-06 (All new papers)
References
References listed on IDEASPlease report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Geert Bekaert & Campbell R. Harvey, 1997.
"Foreign Speculators and Emerging Equity Markets,"
William Davidson Institute Working Papers Series
79, William Davidson Institute at the University of Michigan.
- Geert Bekaert & Campbell R. Harvey, 2000. "Foreign Speculators and Emerging Equity Markets," Journal of Finance, American Finance Association, vol. 55(2), pages 565-613, 04.
- Geert Bekaert & Campbell R. Harvey, 1997. "Foreign Speculators and Emerging Equity Markets," NBER Working Papers 6312, National Bureau of Economic Research, Inc.
- Hansen, B.E., 1992.
"Autoregressive Conditional Density Estimation,"
RCER Working Papers
322, University of Rochester - Center for Economic Research (RCER).
- Hansen, Bruce E, 1994. "Autoregressive Conditional Density Estimation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 35(3), pages 705-30, August.
- Engle, Robert F & Ng, Victor K, 1993.
" Measuring and Testing the Impact of News on Volatility,"
Journal of Finance,
American Finance Association, vol. 48(5), pages 1749-78, December.
- Robert F. Engle & Victor K. Ng, 1991. "Measuring and Testing the Impact of News on Volatility," NBER Working Papers 3681, National Bureau of Economic Research, Inc.
- Lieven Baele & Geert Bekaert & Koen Inghelbrecht, 2007.
"The determinants of stock and bond return comovements,"
Working Paper Research
119, National Bank of Belgium.
- Lieven Baele, 2010. "The Determinants of Stock and Bond Return Comovements," Review of Financial Studies, Society for Financial Studies, vol. 23(6), pages 2374-2428, June.
- Lieven Baele & Geert Bekaert & Koen Inghelbrecht, 2009. "The Determinants of Stock and Bond Return Comovements," NBER Working Papers 15260, National Bureau of Economic Research, Inc.
- Baele, Lieven & Inghelbrecht, Koen, 2009. "Time-varying Integration and International diversification strategies," Journal of Empirical Finance, Elsevier, vol. 16(3), pages 368-387, June.
- Kroner, Kenneth F & Ng, Victor K, 1998. "Modeling Asymmetric Comovements of Asset Returns," Review of Financial Studies, Society for Financial Studies, vol. 11(4), pages 817-44.
- Kristin J. Forbes & Roberto Rigobon, 2002.
"No Contagion, Only Interdependence: Measuring Stock Market Comovements,"
Journal of Finance,
American Finance Association, vol. 57(5), pages 2223-2261, October.
- Kristin Forbes & Roberto Rigobon, 1999. "No Contagion, Only Interdependence: Measuring Stock Market Co-movements," NBER Working Papers 7267, National Bureau of Economic Research, Inc.
- Robert F. Engle & Jose Gonzalo Rangel, 2008. "The Spline-GARCH Model for Low-Frequency Volatility and Its Global Macroeconomic Causes," Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1187-1222, May.
- Bekaert, Geert & Harvey, Campbell & Lundblad, Christian T & Siegel, Stephan, 2010.
"What Segments Equity Markets?,"
CEPR Discussion Papers
8142, C.E.P.R. Discussion Papers.
- Geert Bekaert & Campbell R. Harvey & Christian T. Lundblad & Stephan Siegel, 0. "What Segments Equity Markets?," Review of Financial Studies, Society for Financial Studies, vol. 24(12), pages 3841-3890.
- Geert Bekaert & Campbell R. Harvey & Christian T. Lundblad & Stephan Siegel, 2010. "What Segments Equity Markets?," National Bank of Poland Working Papers 76, National Bank of Poland, Economic Institute.
- Geert Bekaert & Campbell R. Harvey & Christian Lundblad & Stephan Siegel, 2009. "What Segments Equity Markets?," NBER Working Papers 14802, National Bureau of Economic Research, Inc.
- G. Andrew Karoly & Rene Stulz, .
"Why do Markets Move Together? An Investigation of U.S.-Japan Stock Return Comovements,"
Research in Financial Economics
9603, Ohio State University.
- Karolyi, G Andrew & Stulz, Rene M, 1996. " Why Do Markets Move Together? An Investigation of U.S.-Japan Stock Return Comovements," Journal of Finance, American Finance Association, vol. 51(3), pages 951-86, July.
- Andrew Ang & Geert Bekaert, 2002. "International Asset Allocation With Regime Shifts," Review of Financial Studies, Society for Financial Studies, vol. 15(4), pages 1137-1187.
- Basak, Suleyman & Shapiro, Alexander, 2001.
"Value-at-Risk-Based Risk Management: Optimal Policies and Asset Prices,"
Review of Financial Studies,
Society for Financial Studies, vol. 14(2), pages 371-405.
- Suleyman Basak & Alex Shapiro, . "Value-at-Risk Based Risk Management: Optimal Policies and Asset Prices," Rodney L. White Center for Financial Research Working Papers 6-99, Wharton School Rodney L. White Center for Financial Research.
- Suleyman Basak & Alexander Shapiro, 1999. "Value-at-Risk Based Risk Management: Optimal Policies and Asset Prices," New York University, Leonard N. Stern School Finance Department Working Paper Seires 99-032, New York University, Leonard N. Stern School of Business-.
- Suleyman Basak & Alex Shapiro, . "Value-at-Risk Based Risk Management: Optimal Policies and Asset Prices," Rodney L. White Center for Financial Research Working Papers 06-99, Wharton School Rodney L. White Center for Financial Research.
- Bekaert, Geert & Wu, Guojun, 2000.
"Asymmetric Volatility and Risk in Equity Markets,"
Review of Financial Studies,
Society for Financial Studies, vol. 13(1), pages 1-42.
- Geert Bekaert & Guojun Wu, 1997. "Asymmetric Volatility and Risk in Equity Markets," NBER Working Papers 6022, National Bureau of Economic Research, Inc.
- Kee-Hong Bae & G. Andrew Karolyi & Rene M. Stulz, 2001.
"A new approach to measuring financial contagion,"
Proceedings,
Federal Reserve Bank of Chicago, issue May, pages 489-529.
- Kee-Hong Bae & G. Andrew Karolyi & René M. Stulz, 2003. "A New Approach to Measuring Financial Contagion," Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 717-763, July.
- Kee-Hong Bae & G. Andrew Karolyi & Rene M. Stulz, 2000. "A New Approach to Measuring Financial Contagion," NBER Working Papers 7913, National Bureau of Economic Research, Inc.
- Carrieri, Francesca & Errunza, Vihang & Hogan, Ked, 2007. "Characterizing World Market Integration through Time," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(04), pages 915-940, December.
- Brian Boyer & Todd Mitton & Keith Vorkink, 2010. "Expected Idiosyncratic Skewness," Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 169-202, January.
- Schwert, G William, 1989.
" Why Does Stock Market Volatility Change over Time?,"
Journal of Finance,
American Finance Association, vol. 44(5), pages 1115-53, December.
- G. William Schwert, 1990. "Why Does Stock Market Volatility Change Over Time?," NBER Working Papers 2798, National Bureau of Economic Research, Inc.
- Colacito, Riccardo & Engle, Robert F. & Ghysels, Eric, 2011. "A component model for dynamic correlations," Journal of Econometrics, Elsevier, vol. 164(1), pages 45-59, September.
- Solnik, B H, 1974. "The International Pricing of Risk: An Empirical Investigation of the World Capital Market Structure," Journal of Finance, American Finance Association, vol. 29(2), pages 365-78, May.
- Andrew J. Patton, 2004. "On the Out-of-Sample Importance of Skewness and Asymmetric Dependence for Asset Allocation," Journal of Financial Econometrics, Society for Financial Econometrics, vol. 2(1), pages 130-168.
- Ang, Andrew & Chen, Joseph, 2002. "Asymmetric correlations of equity portfolios," Journal of Financial Economics, Elsevier, vol. 63(3), pages 443-494, March.
- Mitchell A. Petersen, 2005.
"Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches,"
NBER Working Papers
11280, National Bureau of Economic Research, Inc.
- Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
- Andrew Patton, 2004.
"Modelling Asymmetric Exchange Rate Dependence,"
Working Papers
wp04-04, Warwick Business School, Financial Econometrics Research Centre.
- Andrew J. Patton, 2006. "Modelling Asymmetric Exchange Rate Dependence," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 47(2), pages 527-556, 05.
- McNeil, Alexander J. & Frey, Rudiger, 2000. "Estimation of tail-related risk measures for heteroscedastic financial time series: an extreme value approach," Journal of Empirical Finance, Elsevier, vol. 7(3-4), pages 271-300, November.
- Ser-Huang Poon, 2004. "Extreme Value Dependence in Financial Markets: Diagnostics, Models, and Financial Implications," Review of Financial Studies, Society for Financial Studies, vol. 17(2), pages 581-610.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.Cited by:
- Faruk Balli & Syed Abul Basher & Hatice Ozer Balli, 2013.
"International Income Risk-Sharing and the Global Financial Crisis of 2008- 2009,"
CAMA Working Papers
2013-02, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Balli, Faruk & Basher, Syed Abul & Balli, Hatice Ozer, 2013. "International Income Risk-Sharing and the Global Financial Crisis of 2008--2009," MPRA Paper 43720, University Library of Munich, Germany.
- Alejandro Balbás & Beatriz Balbás & Raquel Balbás, 2013. "On the inefficiency of Brownian motions and heavier tailed price processes," Business Economics Working Papers id-13-01, Universidad Carlos III, Instituto sobre Desarrollo Empresarial "Carmen Vidal Ballester".
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