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Conditional Relation between Systematic Risk and Returns in the Conventional and Downside Frameworks: Evidence from the Indonesian Market

Author

Listed:
  • Nurjannah

    (Nurjannah, Lecturer, Statistics Study Program, Department of Mathematics, Faculty of Science, Brawijaya University, Jl. Veteran Malang 65145, Indonesia. E-mail: nj_anna@ub.ac.id)

  • Don U.A. Galagedera
  • Robert Brooks

    (Robert Brooks, Professor, Department of Econometrics and Business Statistics, Monash University, 900 Dandenong Road, Caulfield East, Victoria 3145, Australia. E-mail: Robert.Brooks@monash.edu)

Abstract

Unconditional pricing models fail to support a positive risk–return trade-off. When excess market return is negative an inverse relationship between the capital asset pricing model (CAPM) beta and equal-weighted and value-weighted portfolio return is observed. To accommodate market movement in the pricing model, two volatility regimes (high/low) is delineated by specifying a threshold on conditional market volatility estimated via a generalised autoregressive conditional heteroscedasticity (GARCH) process. In the low volatility regime, the CAPM beta risk premium and the downside beta risk premium are negative. This observation is robust to the level of the threshold used and is more pronounced in value-weighted portfolios. When the market condition and market movement is incorporated together as conditioning variables, a strong relationship between CAPM beta and return is uncovered. JEL Classification: G12

Suggested Citation

  • Nurjannah & Don U.A. Galagedera & Robert Brooks, 2012. "Conditional Relation between Systematic Risk and Returns in the Conventional and Downside Frameworks: Evidence from the Indonesian Market," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 11(3), pages 271-300, December.
    • Handle: RePEc:sae:emffin:v:11:y:2012:i:3:p:271-300
    DOI: 10.1177/0972652712466498
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    References listed on IDEAS

    as
    1. Keith Lam, 2001. "The conditional relation between beta and returns in the Hong Kong stock market," Applied Financial Economics, Taylor & Francis Journals, vol. 11(6), pages 669-680.
    2. Scott, Robert C & Horvath, Philip A, 1980. "On the Direction of Preference for Moments of Higher Order Than the Variance," Journal of Finance, American Finance Association, vol. 35(4), pages 915-919, September.
    3. Lakonishok, Josef & Shapiro, Alan C., 1986. "Systematic risk, total risk and size as determinants of stock market returns," Journal of Banking & Finance, Elsevier, vol. 10(1), pages 115-132, March.
    4. John Lintner, 1965. "Security Prices, Risk, And Maximal Gains From Diversification," Journal of Finance, American Finance Association, vol. 20(4), pages 587-615, December.
    5. 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.
    6. Harlow, W. V. & Rao, Ramesh K. S., 1989. "Asset Pricing in a Generalized Mean-Lower Partial Moment Framework: Theory and Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 24(3), pages 285-311, September.
    7. Berglund, Tom & Liljeblom, Eva & Loflund, Anders, 1989. "Estimating betas on daily data for a small stock market," Journal of Banking & Finance, Elsevier, vol. 13(1), pages 41-64, March.
    8. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
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    Citations

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    Cited by:

    1. Anna Rutkowska-Ziarko, 2022. "Market and Accounting Measures of Risk: The Case of the Frankfurt Stock Exchange," Risks, MDPI, vol. 10(1), pages 1-17, January.
    2. Lesław Markowski, 2019. "Stock market situation and relations between beta coefficients and returns determined by the CAPM on the example of companies from the ICT sector," Collegium of Economic Analysis Annals, Warsaw School of Economics, Collegium of Economic Analysis, issue 54, pages 393-408.
    3. Rutkowska-Ziarko, Anna & Markowski, Lesław & Pyke, Christopher & Amin, Saqib, 2022. "Conventional and downside CAPM: The case of London stock exchange," Global Finance Journal, Elsevier, vol. 54(C).
    4. Mohmmad Enamul Hoque & Soo Wah Low & Mohd Azlan Shah Zaidi, 2020. "Do Oil and Gas Risk Factors Matter in the Malaysian Oil and Gas Industry? A Fama-MacBeth Two Stage Panel Regression Approach," Energies, MDPI, vol. 13(5), pages 1-15, March.
    5. Nida SHAH* & Javaid DARS* & Ambreen ZEB**, 2015. "Market Varying Conditional Risk-Return Relationship," Pakistan Journal of Applied Economics, Applied Economics Research Centre, vol. 25(1), pages 25-43.

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    More about this item

    Keywords

    CAPM; downside beta; up/down market condition; market volatility;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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