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The Components of Systematic Risk and Their Determinants in The Malaysian Equity Market

Author

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  • Hooy Chee-Wooi

    (School of Management, Universiti Sains Malaysia, 11800 Pulau Pinang, Malaysia)

  • Robert D. Brooks

    (Department of Econometrics and Business Statistics, Monash University, 900, Dandehong Road, Caulfield East VIC 3145, Australia)

Abstract

We examine the country components of world systematic risk in the context of Bursa Malaysia. World systematic risk is divided into the US, developed markets, regional markets, major trading partners, and the rest of the world. We tested market and 9 firmcharacteristic- sorted portfolios, based on size, value and liquidity. Using monthly data for the 1988–2010 period, our analyses show that the US and regional factors are the most important sources of systematic risk. Tracing the time-varying betas of the US and regional factors, we find that they are driven by economic risk and financial risk, respectively.

Suggested Citation

  • Hooy Chee-Wooi & Robert D. Brooks, 2015. "The Components of Systematic Risk and Their Determinants in The Malaysian Equity Market," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 11(2), pages 151-176.
  • Handle: RePEc:usm:journl:aamjaf01102_151-176
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    1. Ferson, Wayne E. & Harvey, Campbell R., 1997. "Fundamental determinants of national equity market returns: A perspective on conditional asset pricing," Journal of Banking & Finance, Elsevier, vol. 21(11-12), pages 1625-1665, December.
    2. 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.
    3. repec:bla:jfinan:v:53:y:1998:i:6:p:1975-1999 is not listed on IDEAS
    4. Pukthuanthong, Kuntara & Roll, Richard, 2009. "Global market integration: An alternative measure and its application," Journal of Financial Economics, Elsevier, vol. 94(2), pages 214-232, November.
    5. Flannery, Mark J. & Hameed, Allaudeen S. & Harjes, Richard H., 1997. "Asset pricing, time-varying risk premia and interest rate risk," Journal of Banking & Finance, Elsevier, vol. 21(3), pages 315-335, March.
    6. Jorion, Philippe & Schwartz, Eduardo, 1986. "Integration vs. Segmentation in the Canadian Stock Market," Journal of Finance, American Finance Association, vol. 41(3), pages 603-614, July.
    7. Bowman, Robert G, 1979. "The Theoretical Relationship between Systematic Risk and Financial (Accounting) Variables," Journal of Finance, American Finance Association, vol. 34(3), pages 617-630, June.
    8. Bilson, Christopher M. & Brailsford, Timothy J. & Hooper, Vincent C., 2002. "The explanatory power of political risk in emerging markets," International Review of Financial Analysis, Elsevier, vol. 11(1), pages 1-27.
    9. Beaver, William & Manegold, James, 1975. "The Association between Market-Determined and Accounting-Determined Measures of Systematic Risk: Some Further Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 10(2), pages 231-284, June.
    10. Dumas, Bernard & Harvey, Campbell R. & Ruiz, Pierre, 2003. "Are correlations of stock returns justified by subsequent changes in national outputs?," Journal of International Money and Finance, Elsevier, vol. 22(6), pages 777-811, November.
    11. Flannery, Mark J & James, Christopher M, 1984. "The Effect of Interest Rate Changes on the Common Stock Returns of Financial Institutions," Journal of Finance, American Finance Association, vol. 39(4), pages 1141-1153, September.
    12. 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.
    13. Richard Heaney & Vince Hooper, 1999. "World, Regional and Political Risk Influences Upon Asia Pacific Equity Market Returns," Australian Journal of Management, Australian School of Business, vol. 24(2), pages 131-142, December.
    14. 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.
    15. Amihud, Yakov & Mendelson, Haim, 1986. "Asset pricing and the bid-ask spread," Journal of Financial Economics, Elsevier, vol. 17(2), pages 223-249, December.
    16. Gregory Koutmos & Johan Knif, 2002. "Estimating Systematic Risk Using Time Varying Distributions," European Financial Management, European Financial Management Association, vol. 8(1), pages 59-73, March.
    17. Verma, Rahul & Soydemir, Gokce, 2006. "Modeling country risk in Latin America: A country beta approach," Global Finance Journal, Elsevier, vol. 17(2), pages 192-213, December.
    18. 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.
    19. Robichek, Alexander A & Cohn, Richard A, 1974. "The Economic Determinants of Systematic Risk," Journal of Finance, American Finance Association, vol. 29(2), pages 439-447, May.
    20. Bollerslev, Tim & Engle, Robert F & Wooldridge, Jeffrey M, 1988. "A Capital Asset Pricing Model with Time-Varying Covariances," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 116-131, February.
    21. Juan Yao & Jiti Gao, 2004. "Computer-Intensive Time-Varying Model Approach to the Systematic Risk of Australian Industrial Stock Returns," Australian Journal of Management, Australian School of Business, vol. 29(1), pages 121-145, June.
    22. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    23. Marshall, Andrew & Maulana, Tubagus & Tang, Leilei, 2009. "The estimation and determinants of emerging market country risk and the dynamic conditional correlation GARCH model," International Review of Financial Analysis, Elsevier, vol. 18(5), pages 250-259, December.
    24. Bali, Turan G. & Cakici, Nusret, 2010. "World market risk, country-specific risk and expected returns in international stock markets," Journal of Banking & Finance, Elsevier, vol. 34(6), pages 1152-1165, June.
    25. Gangemi, Michael A. M. & Brooks, Robert D. & Faff, Robert W., 2000. "Modeling Australia's country risk: a country beta approach," Journal of Economics and Business, Elsevier, vol. 52(3), pages 259-276.
    26. Ferson, Wayne E. & Harvey, Campbell R., 1994. "Sources of risk and expected returns in global equity markets," Journal of Banking & Finance, Elsevier, vol. 18(4), pages 775-803, September.
    27. Stehle, Richard E, 1977. "An Empirical Test of the Alternative Hypotheses of National and International Pricing of Risky Assets," Journal of Finance, American Finance Association, vol. 32(2), pages 493-502, May.
    28. Hooy, Chee-Wooi & Goh, Kim-Leng, 2010. "Exposure to the world and trading-bloc risks: A multivariate capital asset pricing model," Research in International Business and Finance, Elsevier, vol. 24(2), pages 206-222, June.
    29. Chen, Nai-fu & Zhang, Feng, 1997. "Correlations, trades and stock returns of the Pacific-Basin markets," Pacific-Basin Finance Journal, Elsevier, vol. 5(5), pages 559-577, December.
    30. 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.
    31. Adler, Michael & Qi, Rong, 2003. "Mexico's integration into the North American capital market," Emerging Markets Review, Elsevier, vol. 4(2), pages 91-120, June.
    32. Riddick, Leigh A, 1992. "The Effects of Regulation on Stochastic Systematic Risk," Journal of Regulatory Economics, Springer, vol. 4(2), pages 139-157, June.
    33. Fama, Eugene F & French, Kenneth R, 1996. "Multifactor Explanations of Asset Pricing Anomalies," Journal of Finance, American Finance Association, vol. 51(1), pages 55-84, March.
    34. Van Rijckeghem, Caroline & Weder, Beatrice, 2001. "Sources of contagion: is it finance or trade?," Journal of International Economics, Elsevier, vol. 54(2), pages 293-308, August.
    35. Bos, T & Newbold, P, 1984. "An Empirical Investigation of the Possibility of Stochastic Systematic Risk in the Market Model," The Journal of Business, University of Chicago Press, vol. 57(1), pages 35-41, January.
    36. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    37. Ferson, Wayne E & Harvey, Campbell R, 1993. "The Risk and Predictability of International Equity Returns," The Review of Financial Studies, Society for Financial Studies, vol. 6(3), pages 527-566.
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