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The effect of time-varying risk on the profitability of contrarian investment strategies in a thinly traded market: a Kalman filter approach

Author

Listed:
  • Antonios Antoniou

    (Durham Business School - Durham University)

  • Emilios C. C Galariotis

    (Durham Business School - Durham University)

  • Spyros I. Spyrou

Abstract

On face value studies documenting contrarian profits challenge the efficient markets paradigm. However most of them assume that systematic risk is constant when in reality it varies (Ross, 1989) especially in emerging markets (Aggarwal et al., 1999). The study in the first instance investigates whether there are long-term contrarian profits in a thinly traded market, and whether such profits can be rationalized by time variation in risk using a Kalman Filtering approach. The results indicate that failing to incorporate time variation in risk may lead to biased conclusions and present false evidence against the Efficient Market Hypothesis.

Suggested Citation

  • Antonios Antoniou & Emilios C. C Galariotis & Spyros I. Spyrou, 2006. "The effect of time-varying risk on the profitability of contrarian investment strategies in a thinly traded market: a Kalman filter approach," Post-Print hal-01096031, HAL.
  • Handle: RePEc:hal:journl:hal-01096031
    DOI: 10.1080/09603100600606180
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    1. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    2. Aggarwal, Reena & Inclan, Carla & Leal, Ricardo, 1999. "Volatility in Emerging Stock Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 34(1), pages 33-55, March.
    3. Uri Benzion & Yochanan Shachmurove & Joseph Yagil, 2004. "Subjective discount functions - an experimental approach," Applied Financial Economics, Taylor & Francis Journals, vol. 14(5), pages 299-311.
    4. Harvey, Campbell R, 1995. "Predictable Risk and Returns in Emerging Markets," The Review of Financial Studies, Society for Financial Studies, vol. 8(3), pages 773-816.
    5. Rozeff, Michael S. & Kinney, William Jr., 1976. "Capital market seasonality: The case of stock returns," Journal of Financial Economics, Elsevier, vol. 3(4), pages 379-402, October.
    6. Ball, Ray & Kothari, S. P., 1989. "Nonstationary expected returns : Implications for tests of market efficiency and serial correlation in returns," Journal of Financial Economics, Elsevier, vol. 25(1), pages 51-74, November.
    7. Bekaert, Geert & Harvey, Campbell R., 1997. "Emerging equity market volatility," Journal of Financial Economics, Elsevier, vol. 43(1), pages 29-77, January.
    8. Lo, Andrew W & MacKinlay, A Craig, 1990. "When Are Contrarian Profits Due to Stock Market Overreaction?," The Review of Financial Studies, Society for Financial Studies, vol. 3(2), pages 175-205.
    9. Bowman, Robert G. & Iverson, David, 1998. "Short-run overreaction in the New Zealand stock market," Pacific-Basin Finance Journal, Elsevier, vol. 6(5), pages 475-491, November.
    10. Roger Vergin, 2001. "Overreaction in the NFL point spread market," Applied Financial Economics, Taylor & Francis Journals, vol. 11(5), pages 497-509.
    11. Antonios Antoniou & Emilios C. Galariotis & Spyros I. Spyrou, 2006. "Short‐term Contrarian Strategies in the London Stock Exchange: Are They Profitable? Which Factors Affect Them?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(5‐6), pages 839-867, June.
    12. Gallagher, Liam A & Sarno, Lucio & Taylor, Mark P, 1997. "Estimating the Mean-Reverting Component in Stock Prices: A Cross-Country Comparison," Scottish Journal of Political Economy, Scottish Economic Society, vol. 44(5), pages 566-582, November.
    13. Antonios Antoniou & Emilios C. Galariotis & Spyros I. Spyrou, 2006. "Short-term Contrarian Strategies in the London Stock Exchange: Are They Profitable? Which Factors Affect Them?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(5-6), pages 839-867.
    14. De Bondt, Werner F M & Thaler, Richard, 1985. "Does the Stock Market Overreact?," Journal of Finance, American Finance Association, vol. 40(3), pages 793-805, July.
    15. Clare, A. D. & Smith, P. N. & Thomas, S. H., 1997. "UK stock returns and robust tests of mean variance efficiency," Journal of Banking & Finance, Elsevier, vol. 21(5), pages 641-660, May.
    16. Duan, Jin-Chuan & Simonato, Jean-Guy, 1999. "Estimating and Testing Exponential-Affine Term Structure Models by Kalman Filter," Review of Quantitative Finance and Accounting, Springer, vol. 13(2), pages 111-135, September.
    17. Gibbons, Michael R & Ross, Stephen A & Shanken, Jay, 1989. "A Test of the Efficiency of a Given Portfolio," Econometrica, Econometric Society, vol. 57(5), pages 1121-1152, September.
    18. Emilios Galariotis, 2004. "Sources of contrarian profits and return predictability in emerging markets," Applied Financial Economics, Taylor & Francis Journals, vol. 14(14), pages 1027-1034.
    19. Antonios Antoniou & Emilios C. Galariotis & Spyros I. Spyrou, 2005. "Contrarian Profits and the Overreaction Hypothesis: the Case of the Athens Stock Exchange," European Financial Management, European Financial Management Association, vol. 11(1), pages 71-98, January.
    20. Christian Jochum, 1999. "Volatility spillovers and the price of risk: Evidence from the Swiss stock market," Empirical Economics, Springer, vol. 24(2), pages 303-322.
    21. 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.
    22. MacKinlay, A Craig & Richardson, Matthew P, 1991. "Using Generalized Method of Moments to Test Mean-Variance Efficiency," Journal of Finance, American Finance Association, vol. 46(2), pages 511-527, June.
    23. Kryzanowski, Lawrence & Zhang, Hao, 1992. "The Contrarian Investment Strategy Does Not Work in Canadian Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 27(3), pages 383-395, September.
    24. Jegadeesh, Narasimhan, 1990. "Evidence of Predictable Behavior of Security Returns," Journal of Finance, American Finance Association, vol. 45(3), pages 881-898, July.
    25. De Bondt, Werner F M & Thaler, Richard H, 1987. "Further Evidence on Investor Overreaction and Stock Market Seasonalit y," Journal of Finance, American Finance Association, vol. 42(3), pages 557-581, July.
    26. da Costa, Newton Jr., 1994. "Overreaction in the Brazilian stock market," Journal of Banking & Finance, Elsevier, vol. 18(4), pages 633-642, September.
    27. Claessens, Stijn & Dasgupta, Susmita & Glen, Jack, 1995. "Return Behavior in Emerging Stock Markets," The World Bank Economic Review, World Bank, vol. 9(1), pages 131-151, January.
    28. Emilios C. C Galariotis, 2004. "Sources of contrarian profits and return predictability in emerging markets," Post-Print hal-01096043, HAL.
    29. Ross, Stephen A, 1989. " Information and Volatility: The No-Arbitrage Martingale Approach to Timing and Resolution Irrelevancy," Journal of Finance, American Finance Association, vol. 44(1), pages 1-17, March.
    30. Chan, K C, 1988. "On the Contrarian Investment Strategy," The Journal of Business, University of Chicago Press, vol. 61(2), pages 147-163, April.
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    Cited by:

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