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New estimates of time-varying currency betas: A trivariate BEKK approach

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  • Jayasinghe, Prabhath
  • Tsui, Albert K.
  • Zhang, Zhaoyong

Abstract

This paper examines the conditional time-varying currency betas from five developed markets and four emerging markets. We employ a modified trivariate BEKK-GARCH-in-mean model of Engle and Kroner (1995) to estimate the time-varying conditional variance and covariance of returns of stock index, the world market portfolio and changes in bilateral exchange rate between the US dollar and the local currency. It is found that currency betas are more volatile than those of the world market betas. Currency betas in emerging markets are more volatile than those in the developed markets. Moreover, we find evidence of long-memory in currency betas. The usefulness of time-varying currency betas are illustrated by two applications.

Suggested Citation

  • Jayasinghe, Prabhath & Tsui, Albert K. & Zhang, Zhaoyong, 2014. "New estimates of time-varying currency betas: A trivariate BEKK approach," Economic Modelling, Elsevier, vol. 42(C), pages 128-139.
    • Handle: RePEc:eee:ecmode:v:42:y:2014:i:c:p:128-139
    DOI: 10.1016/j.econmod.2014.06.003
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    as
    1. Lin, Chien-Hsiu, 2011. "Exchange rate exposure in the Asian emerging markets," Journal of Multinational Financial Management, Elsevier, vol. 21(4), pages 224-238, October.
    2. De Santis, Giorgio & Gerard, Bruno, 1997. "International Asset Pricing and Portfolio Diversification with Time-Varying Risk," Journal of Finance, American Finance Association, vol. 52(5), pages 1881-1912, December.
    3. John Y. Campbell & Karine Serfaty‐De Medeiros & Luis M. Viceira, 2010. "Global Currency Hedging," Journal of Finance, American Finance Association, vol. 65(1), pages 87-121, February.
    4. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(1), pages 122-150, February.
    5. Lim, G.C., 2005. "Currency risk in excess equity returns: a multi time-varying beta approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 15(3), pages 189-207, July.
    6. Gordon M. Bodnar & M.H. Franco Wong, 2000. "Estimating Exchange Rate Exposures: Some "Weighty" Issues," NBER Working Papers 7497, National Bureau of Economic Research, Inc.
    7. Gordon M. Bodnar & Bernard Dumas & Richard C. Marston, 2002. "Pass‐through and Exposure," Journal of Finance, American Finance Association, vol. 57(1), pages 199-231, February.
    8. Horst Entorf & Gösta Jamin, 2007. "German Exchange Rate Exposure at DAX and Aggregate Levels, International Trade and the Role of Exchange Rate Adjustment Costs," German Economic Review, Verein für Socialpolitik, vol. 8(3), pages 344-374, August.
    9. Dumas, Bernard & Solnik, Bruno, 1995. "The World Price of Foreign Exchange Risk," Journal of Finance, American Finance Association, vol. 50(2), pages 445-479, June.
    10. De Santis, Giorgio & Gerard, Bruno, 1998. "How big is the premium for currency risk?," Journal of Financial Economics, Elsevier, vol. 49(3), pages 375-412, September.
    11. Guesmi, Khaled & Nguyen, Duc Khuong, 2011. "How strong is the global integration of emerging market regions? An empirical assessment," Economic Modelling, Elsevier, vol. 28(6), pages 2517-2527.
    12. Winston T. Lin & Hong-Jen Lin & Yueh H. Chen, 2002. "The Dynamics and Stochastics of Currency Betas Based on the Unbiasedness Hypothesis in Foreign Exchange Markets," Multinational Finance Journal, Multinational Finance Journal, vol. 6(3-4), pages 167-195, September.
    13. Kiani, Khurshid M., 2013. "Can signal extraction help predict risk premia in foreign exchange rates," Economic Modelling, Elsevier, vol. 33(C), pages 926-939.
    14. Dominguez, Kathryn M.E. & Tesar, Linda L., 2006. "Exchange rate exposure," Journal of International Economics, Elsevier, vol. 68(1), pages 188-218, January.
    15. K. Giannopoulos, 1995. "Estimating the time Varying Components of international stock markets' risk," The European Journal of Finance, Taylor & Francis Journals, vol. 1(2), pages 129-164.
    16. R. D. Brooks & R. W. Faff & M. McKenzie, 2002. "Time varying country risk: an assessment of alternative modelling techniques," The European Journal of Finance, Taylor & Francis Journals, vol. 8(3), pages 249-274.
    17. Muller, Aline & Verschoor, Willem F.C., 2006. "Asymmetric foreign exchange risk exposure: Evidence from U.S. multinational firms," Journal of Empirical Finance, Elsevier, vol. 13(4-5), pages 495-518, October.
    18. Hamao, Yasushi & Masulis, Ronald W & Ng, Victor, 1990. "Correlations in Price Changes and Volatility across International Stock Markets," The Review of Financial Studies, Society for Financial Studies, vol. 3(2), pages 281-307.
    19. Tai, Chu-Sheng, 2008. "Asymmetric currency exposure and currency risk pricing," International Review of Financial Analysis, Elsevier, vol. 17(4), pages 647-663, September.
    20. Chow, Edward H. & Chen, Hung-Ling, 1998. "The determinants of foreign exchange rate exposure: Evidence on Japanese firms1," Pacific-Basin Finance Journal, Elsevier, vol. 6(1-2), pages 153-174, May.
    21. Taufiq Choudhry, 2002. "The Stochastic Structure of the Time–Varying Beta: Evidence from UK Companies," Manchester School, University of Manchester, vol. 70(6), pages 768-791, December.
    22. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    23. Tian Yong Fu & Mark J. Holmes & Daniel F.S. Choi, 2011. "Volatility transmission and asymmetric linkages between the stock and foreign exchange markets," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 28(1), pages 36-50, March.
    24. Bodnar, Gordon M. & Gentry, William M., 1993. "Exchange rate exposure and industry characteristics: evidence from Canada, Japan, and the USA," Journal of International Money and Finance, Elsevier, vol. 12(1), pages 29-45, February.
    25. Jiménez-Martín, Juan-Ángel & Cinca, Alfonso Novales, 2010. "State-uncertainty preferences and the risk premium in the exchange rate market," Economic Modelling, Elsevier, vol. 27(5), pages 1043-1053, September.
    26. Choudhry, Taufiq, 2005. "Time-varying beta and the Asian financial crisis: Evidence from Malaysian and Taiwanese firms," Pacific-Basin Finance Journal, Elsevier, vol. 13(1), pages 93-118, January.
    27. Harvey, Campbell R, 1991. "The World Price of Covariance Risk," Journal of Finance, American Finance Association, vol. 46(1), pages 111-157, March.
    28. Adler, Michael & Dumas, Bernard, 1983. "International Portfolio Choice and Corporation Finance: A Synthesis," Journal of Finance, American Finance Association, vol. 38(3), pages 925-984, June.
    29. Bartov, Eli & Bodnar, Gordon M, 1994. "Firm Valuation, Earnings Expectations, and the Exchange-Rate Exposure Effect," Journal of Finance, American Finance Association, vol. 49(5), pages 1755-1785, December.
    30. repec:bla:manchs:v:70:y:2002:i:6:p:768-91 is not listed on IDEAS
    31. Elaine Hutson & Simon Stevenson, 2010. "Openness, hedging incentives and foreign exchange exposure: A firm-level multi-country study," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(1), pages 105-122, January.
    32. McClain, Katherine T. & Humphreys, H. Brett & Boscan, Atahualpa, 1996. "Measuring risk in the mining sector with ARCH models with important observations on sample size," Journal of Empirical Finance, Elsevier, vol. 3(4), pages 369-391, December.
    33. Allayannis, George & Ihrig, Jane, 2001. "Exposure and Markups," The Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 805-835.
    34. Jorion, Philippe, 1990. "The Exchange-Rate Exposure of U.S. Multinationals," The Journal of Business, University of Chicago Press, vol. 63(3), pages 331-345, July.
    35. Griffin, John M & Stulz, Rene M, 2001. "International Competition and Exchange Rate Shocks: A Cross-Country Industry Analysis of Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 14(1), pages 215-241.
    36. Brooks, Robert D. & Faff, Robert W. & McKenzie, Michael D. & Ho, Yew Kee, 2000. "U.S. Banking Sector Risk in an Era of Regulatory Change: A Bivariate GARCH Approach," Review of Quantitative Finance and Accounting, Springer, vol. 14(1), pages 17-43, January.
    37. Gordon M. Bodnar & M.H. Franco Wong, 2003. "Estimating Exchange Rate Exposures: Issues in Model Structure," Financial Management, Financial Management Association, vol. 32(1), Spring.
    38. Herman Kamil, 2012. "How Do Exchange Rate Regimes Affect Firms' Incentives to Hedge Currency Risk? Micro Evidence for Latin America," IMF Working Papers 2012/069, International Monetary Fund.
    Full references (including those not matched with items on IDEAS)

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