Country and Industry Dynamics in Stock Returns
An important question in international finance is to what extent stock return volatility is influenced by country location, industry affiliation, and global factors. This Paper develops a new methodology to measure these effects, in which portfolios mimicking ‘pure’ country and industry factors are first constructed and their joint dynamics then modelled as regime-switching processes. Applying this methodology to a uniquely long set of international firm level data, we identify well-defined high and low volatility states over the past 30 years, and show that the contribution of industry and country factors to stock return volatility varies markedly across such states. In particular, we find that the country factor contribution drops markedly when global equity market volatility rises, and that country return correlations become tighter when global and industry factors are both in a high volatility state. Key implications for global portfolio allocation are discussed.
|Date of creation:||Apr 2004|
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- Geert Bekaert & Campbell R. Harvey & Angela Ng, 2005.
"Market Integration and Contagion,"
The Journal of Business,
University of Chicago Press, vol. 78(1), pages 39-70, January.
- Timmermann, Allan, 2000.
"Moments of Markov switching models,"
Journal of Econometrics,
Elsevier, vol. 96(1), pages 75-111, May.
- Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
- Sola, M. & Driffill, J., 1992. "Testing the term structure of interest rates from a stationary switching Regime VAR," Discussion Paper Series In Economics And Econometrics 9202, Economics Division, School of Social Sciences, University of Southampton.
- Serra, Ana Paula, 2000. "Country and industry factors in returns: evidence from emerging markets' stocks," Emerging Markets Review, Elsevier, vol. 1(2), pages 127-151, September.
- K. Rouwenhorst, 1998. "European Equity Markets and EMU: Are the Differences Between Countries Slowly Disappearing?," Yale School of Management Working Papers ysm103, Yale School of Management, revised 01 Aug 2000.
- Turner, C.M. & Startz, R. & Nelson, C.R., 1989.
"The Markov Model Of Heteroskedasticity, Risk And Learning In The Stock Market,"
Discussion Papers in Economics at the University of Washington
89-01, Department of Economics at the University of Washington.
- Turner, C.M. & Startz, R. & Nelson, C.R., 1989. "The Markov Model Of Heteroskedasticity, Risk And Learning In The Stock Market," Working Papers 89-01, University of Washington, Department of Economics.
- Christopher M. Turner & Richard Startz & Charles R. Nelson, 1989.
"A Markov Model of Heteroskedasticity, Risk, and Learning in the Stock Market,"
NBER Working Papers
2818, National Bureau of Economic Research, Inc.
- Turner, Christopher M. & Startz, Richard & Nelson, Charles R., 1989. "A Markov model of heteroskedasticity, risk, and learning in the stock market," Journal of Financial Economics, Elsevier, vol. 25(1), pages 3-22, November.
- Roll, Richard, 1992. " Industrial Structure and the Comparative Behavior of International Stock Market Indices," Journal of Finance, American Finance Association, vol. 47(1), pages 3-41, March.
- Campbell R. Harvey & Guofu Zhou, 1993.
"International asset pricing with alternative distributional specifications,"
CEMA Working Papers
277, China Economics and Management Academy, Central University of Finance and Economics.
- Harvey, Campbell R. & Zhou, Guofu, 1993. "International asset pricing with alternative distributional specifications," Journal of Empirical Finance, Elsevier, vol. 1(1), pages 107-131, June.
- Geert Bekaert & Campbell R. Harvey, 1995.
"Emerging Equity Market Volatility,"
NBER Working Papers
5307, National Bureau of Economic Research, Inc.
- Heston, Steven L. & Rouwenhorst, K. Geert, 1994. "Does industrial structure explain the benefits of international diversification?," Journal of Financial Economics, Elsevier, vol. 36(1), pages 3-27, August.
- Luis CatÃ£o & Robin Brooks, 2000. "The New Economy and Global Stock Returns," IMF Working Papers 00/216, International Monetary Fund.
- Allan Timmermann & Gabriel Perez-Quiros, 1999.
"Firm Size and Cyclical Variations in Stock Returns,"
FMG Discussion Papers
dp335, Financial Markets Group.
- Gabriel Perez-Quiros & Allan Timmermann, 2000. "Firm Size and Cyclical Variations in Stock Returns," Journal of Finance, American Finance Association, vol. 55(3), pages 1229-1262, 06.
- James H. Stock & Mark W. Watson, 1998. "Diffusion Indexes," NBER Working Papers 6702, National Bureau of Economic Research, Inc.
- Robert B. Davies, 2002. "Hypothesis testing when a nuisance parameter is present only under the alternative: Linear model case," Biometrika, Biometrika Trust, vol. 89(2), pages 484-489, June.
- G. William Schwert, 1988.
"Why Does Stock Market Volatility Change Over Time?,"
NBER Working Papers
2798, National Bureau of Economic Research, Inc.
- Schwert, G William, 1989. " Why Does Stock Market Volatility Change over Time?," Journal of Finance, American Finance Association, vol. 44(5), pages 1115-1153, December.
- Gray, Stephen F., 1996.
"Modeling the conditional distribution of interest rates as a regime-switching process,"
Journal of Financial Economics,
Elsevier, vol. 42(1), pages 27-62, September.
- Tom Doan, "undated". "RATS programs to replicate Gray's 1996 Regime Switching GARCH paper," Statistical Software Components RTZ00080, Boston College Department of Economics.
- Hamilton, James D., 1988. "Rational-expectations econometric analysis of changes in regime : An investigation of the term structure of interest rates," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 385-423.
- King, Mervyn & Sentana, Enrique & Wadhwani, Sushil, 1994.
"Volatility and Links between National Stock Markets,"
Econometric Society, vol. 62(4), pages 901-933, July.
- Mervyn King & Enrique Sentana & Sushil Wadhwani, 1990. "Volatiltiy and Links Between National Stock Markets," NBER Working Papers 3357, National Bureau of Economic Research, Inc.
- Adrian R. Pagan & G. William Schwert, 1989.
"Alternative Models For Conditional Stock Volatility,"
NBER Working Papers
2955, National Bureau of Economic Research, Inc.
- Pagan, Adrian R. & Schwert, G. William, 1990. "Alternative models for conditional stock volatility," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 267-290.
- Pagan, A.R. & Schwert, G.W., 1989. "Alternative Models For Conditional Stock Volatility," Papers 89-02, Rochester, Business - General.
- Beckers, Stan & Grinold, Richard & Rudd, Andrew & Stefek, Dan, 1992. "The relative importance of common factors across the European equity markets," Journal of Banking & Finance, Elsevier, vol. 16(1), pages 75-95, February.
- 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.
- Lin, Wen-Ling & Engle, Robert F & Ito, Takatoshi, 1994. "Do Bulls and Bears Move across Borders? International Transmission of Stock Returns and Volatility," Review of Financial Studies, Society for Financial Studies, vol. 7(3), pages 507-538.
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