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Country and Industry Dynamics in Stock Returns

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  • Timmermann, Allan
  • Catão, Luís

Abstract

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.

Suggested Citation

  • Timmermann, Allan & Catão, Luís, 2004. "Country and Industry Dynamics in Stock Returns," CEPR Discussion Papers 4368, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:4368
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    1. 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, June.
    2. 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.
    3. Andrew Ang & Geert Bekaert, 2002. "International Asset Allocation With Regime Shifts," The Review of Financial Studies, Society for Financial Studies, vol. 15(4), pages 1137-1187.
    4. Timmermann, Allan, 2000. "Moments of Markov switching models," Journal of Econometrics, Elsevier, vol. 96(1), pages 75-111, May.
    5. Pagan, Adrian R. & Schwert, G. William, 1990. "Alternative models for conditional stock volatility," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 267-290.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Bekaert, Geert & Harvey, Campbell R., 1997. "Emerging equity market volatility," Journal of Financial Economics, Elsevier, vol. 43(1), pages 29-77, January.
    11. 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.
    12. 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.
    13. Lin, Wen-Ling & Engle, Robert F & Ito, Takatoshi, 1994. "Do Bulls and Bears Move across Borders? International Transmission of Stock Returns and Volatility," The Review of Financial Studies, Society for Financial Studies, vol. 7(3), pages 507-538.
    14. 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.
    15. Mr. Luis Catão & Mr. Robin Brooks, 2000. "The New Economy and Global Stock Returns," IMF Working Papers 2000/216, International Monetary Fund.
    16. 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.
    17. 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.
    18. James H. Stock & Mark W. Watson, 1998. "Diffusion Indexes," NBER Working Papers 6702, National Bureau of Economic Research, Inc.
    19. 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.
    20. 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.
    21. King, Mervyn & Sentana, Enrique & Wadhwani, Sushil, 1994. "Volatility and Links between National Stock Markets," Econometrica, Econometric Society, vol. 62(4), pages 901-933, July.
    22. 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.
    23. 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.
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    Cited by:

    1. Fedorova, Elena, 2011. "Transfer of financial risk in emerging eastern European stock markets : A sectoral perspective," BOFIT Discussion Papers 24/2011, Bank of Finland, Institute for Economies in Transition.
    2. L’Her, Jean-François & Le Moigne, Cécile & Savaria, Patrick, 2007. "Importance relative des effets pays et secteurs dans les marchés développés," L'Actualité Economique, Société Canadienne de Science Economique, vol. 83(2), pages 201-226, juin.
    3. repec:zbw:bofitp:2011_024 is not listed on IDEAS
    4. Geert Bekaert & Robert J. Hodrick & Xiaoyan Zhang, 2009. "International Stock Return Comovements," Journal of Finance, American Finance Association, vol. 64(6), pages 2591-2626, December.
    5. Bai, Ye & Green, Christopher J. & Leger, Lawrence, 2012. "Industry and country factors in emerging market returns: Did the Asian crisis make a difference?," Emerging Markets Review, Elsevier, vol. 13(4), pages 559-580.
    6. Francesca Carrieri & Vihang Errunza & Sergei Sarkissian, 2012. "The Dynamics of Geographic versus Sectoral Diversification: Is There a Link to the Real Economy?," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 2(04), pages 1-41.
    7. John Ammer & Jon Wongswan, 2007. "Cash Flows and Discount Rates, Industry and Country Effects and Co‐Movement in Stock Returns," The Financial Review, Eastern Finance Association, vol. 42(2), pages 211-226, May.

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    More about this item

    Keywords

    Diversification; Risk; Volatility states; International financial markets;
    All these keywords.

    JEL classification:

    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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