Is the Potential for International Diversification Disappearing?

Quantifying the evolution of security co-movements is critical for asset pricing and portfolio allocation, and so we investigate patterns and trends in correlations and tail dependence over time using weekly returns for developed markets (DMs) and emerging markets (EMs) during the period 1973-2009. We use the DECO, DCC, and BEKK correlation models, and develop a novel dynamic t-copula to allow for dynamic tail dependence. We show that it is possible to characterize co-movements for many countries simultaneously. Correlations have significantly trended upward for both DMs and EMs, but correlations between EMs are lower than between DMs. Further, our evidence clearly contradicts the decoupling hypothesis. The tail dependence has also increased for both EMs and DMs, but its level is still very low for EMs as compared to DMs. Thus, while our correlation analysis suggests that the diversification potential of EMs has reduced over time, the tail dependence analysis suggests that EMs offer diversification benefits during large market moves.

[1]  M. Sklar Fonctions de repartition a n dimensions et leurs marges , 1959 .

[2]  Bruno Solnik THE INTERNATIONAL PRICING OF RISK: AN EMPIRICAL INVESTIGATION OF THE WORLD CAPITAL MARKET STRUCTURE , 1974 .

[3]  V. Errunza Gains from Portfolio Diversification into Less Developed Countries' Securities , 1977 .

[4]  V. Errunza,et al.  International Asset Pricing under Mild Segmentation: Theory and Test , 1985 .

[5]  Richard Roll,et al.  Industrial Structure and the Comparative Behavior of International Stock Market Indices , 1992 .

[6]  F. Longin,et al.  Is the Correlation in International Equity Returns Constant: 1960-90? , 1995 .

[7]  Campbell R. Harvey,et al.  Forecasting International Equity Correlations , 1994 .

[8]  Enrique Sentana,et al.  Volatiltiy and Links between National Stock Markets , 1990 .

[9]  K. Geert Rouwenhorst,et al.  Does industrial structure explain the benefits of international diversification , 1994 .

[10]  Geert Bekaert,et al.  Market Integration and Investment Barriers in Emerging Equity Markets , 1995 .

[11]  G. Andrew Karolyi,et al.  A Multivariate GARCH Model of International Transmissions of Stock Returns and Volatility: The Case of the United States and Canada , 1995 .

[12]  R. Engle,et al.  Multivariate Simultaneous Generalized ARCH , 1995, Econometric Theory.

[13]  René M. Stulz,et al.  Why Do Markets Move Together? An Investigation of U.S.-Japan Stock Return Comovements , 1996 .

[14]  G. Karolyi,et al.  Another Look at the Role of the Industrial Structure of Markets for International Diversification Strategies , 1996 .

[15]  Campbell R. Harvey,et al.  Foreign Speculators and Emerging Equity Markets , 1997 .

[16]  K. Kroner,et al.  Modeling Asymmetric Comovements of Asset Returns , 1998 .

[17]  Raul Susmel,et al.  Volatility and Cross Correlation Across Major Stock Markets , 1998 .

[18]  C. Peake International Asset Pricing and Portfolio Diversification with Time-Varying Risk , 1998 .

[19]  William H. Sackley How Big Is the Premium for Currency Risk , 1999 .

[20]  A. McNeil Extreme Value Theory for Risk Managers , 1999 .

[21]  R. Rigobón,et al.  No Contagion, Only Interdependence: Measuring Stock Market Co-Movements , 1999 .

[22]  Mao-Wei Hung,et al.  Can the Gains from International Diversification Be Achieved without Trading Abroad , 1999 .

[23]  Andrew Ang,et al.  Asymmetric Correlations of Equity Portfolios , 2001 .

[24]  F. Longin,et al.  Extreme Correlation of International Equity Markets , 2000 .

[25]  Y. Tse,et al.  A Multivariate GARCH Model with Time-Varying Correlations , 2000 .

[26]  Bruno Solnik,et al.  Dispersion as Cross-Sectional Correlation , 2000 .

[27]  R. Engle Dynamic Conditional Correlation : A Simple Class of Multivariate GARCH Models , 2000 .

[28]  Kee-Hong Bae,et al.  A New Approach to Measuring Financial Contagion , 2000 .

[29]  A. McNeil,et al.  Estimation of tail-related risk measures for heteroscedastic financial time series: an extreme value approach , 2000 .

[30]  Francis E. Warnock,et al.  A Simple Measure of the Intensity of Capital Controls , 2001, SSRN Electronic Journal.

[31]  William N. Goetzmann,et al.  Long-Term Global Market Correlations , 2001 .

[32]  Francesca Carrieri,et al.  Characterizing World Market Integration Through Time , 2003 .

[33]  Marco Del Negro,et al.  The Rise in Comovement Across National Stock Markets: Market Integration or it Bubble? , 2002 .

[34]  Campbell R. Harvey,et al.  Are Correlations of Stock Returns Justified by Subsequent Changes in National Outputs? , 2002 .

[35]  Lieven Baele Volatility Spillover Effects in European Equity Markets , 2004, Journal of Financial and Quantitative Analysis.

[36]  R. Rigobón,et al.  No Contagion, Only Interdependence: Measuring Stock Market Comovements , 2002 .

[37]  Andrew J. Patton On the Out-of-Sample Importance of Skewness and Asymmetric Dependence for Asset Allocation , 2002 .

[38]  Keith H. Black International Asset Allocation with Regime Shifts , 2003 .

[39]  R. Engle,et al.  Asymmetric Dynamics in the Correlations of Global Equity and Bond Returns , 2003, SSRN Electronic Journal.

[40]  J. Tawn,et al.  Extreme Value Dependence in Financial Markets: Diagnostics, Models, and Financial Implications , 2004 .

[41]  R. Engle,et al.  The Spline-Garch Model for Low Frequency Volatility and its Global Macroeconomic Causes , 2006 .

[42]  Geert Bekaert,et al.  International Stock Return Comovements , 2005 .

[43]  Andrew J. Patton Modelling Asymmetric Exchange Rate Dependence , 2006 .

[44]  K. Lewis Is the International Diversification Potential Diminishing? Foreign Equity Inside and Outside the Us , 2006 .

[45]  Lieven Baele,et al.  Time-Varying Integration and International Diversification Strategies , 2007 .

[46]  A. McNeil,et al.  The t Copula and Related Copulas , 2005 .

[47]  Yves Choueifaty,et al.  Toward Maximum Diversification , 2008, The Journal Of Portfolio Management.

[48]  Eric Ghysels,et al.  A Component Model for Dynamic Correlations , 2009 .

[49]  R. Engle,et al.  The Factor-Spline-GARCH Model for High- and Low-Frequency Correlations , 2011 .

[50]  Guofu Zhou,et al.  Markowitz meets Talmud: A combination of sophisticated and naive diversification strategies ☆ , 2011 .

[51]  Paul Embrechts,et al.  Quantitative Risk Management , 2011, International Encyclopedia of Statistical Science.