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Mean Reversion of Short-Horizon Stock Returns: Asymmetry Property

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Author Info
Kiseok Nam ()
Sei-Wan Kim
Augustine. Arize
Abstract

In this paper, we explore nonlinearity inherent in short-horizon return dynamics, which is characterized by an asymmetric mean-reverting property. Over the period of 1962:07–2003:12, both daily and weekly returns of three market indexes and individual stock returns exhibit a strong asymmetric reverting pattern in which a negative return reverts more quickly, with a greater reverting magnitude, than positive returns revert to negative returns. The observed asymmetric reverting pattern is not justified under the positive relationship between future volatility and risk premium, which is a key presumption in the time-varying rational expectation hypothesis. The asymmetric reverting behavior of stock returns explored by this paper corroborates the argument for the relative performance of “winner'' and “loser'' stocks that has been documented by contrarian literature. Copyright Springer Science + Business Media, Inc. 2006

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File URL: http://hdl.handle.net/10.1007/s11156-006-7213-0
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Article provided by Springer in its journal Review of Quantitative Finance and Accounting.

Volume (Year): 26 (2006)
Issue (Month): 2 (March)
Pages: 137-163
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Handle: RePEc:kap:rqfnac:v:26:y:2006:i:2:p:137-163

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Related research
Keywords: short-horizon stock returns; asymmetric reverting pattern; short-run contrarian profits;

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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. 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. [Downloadable!] (restricted)
  2. Campbell, John Y. & Hentschel, Ludger, 1992. "No news is good news *1: An asymmetric model of changing volatility in stock returns," Journal of Financial Economics, Elsevier, vol. 31(3), pages 281-318, June. [Downloadable!] (restricted)
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  3. Sentana, Enrique & Wadhwani, Sushil B, 1992. "Feedback Traders and Stock Return Autocorrelations: Evidence from a Century of Daily Data," Economic Journal, Royal Economic Society, vol. 102(411), pages 415-25, March. [Downloadable!] (restricted)
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  5. Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-70, March. [Downloadable!] (restricted)
  6. Jones, Steven L., 1993. "Another look at time-varying risk and return in a long-horizon contrarian strategy," Journal of Financial Economics, Elsevier, vol. 33(1), pages 119-144, February. [Downloadable!] (restricted)
  7. 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. [Downloadable!] (restricted)
  8. Zarowin, Paul, 1989. " Does the Stock Market Overreact to Corporate Earnings Information?," Journal of Finance, American Finance Association, vol. 44(5), pages 1385-99, December. [Downloadable!] (restricted)
  9. Park, Jinwoo, 1995. "A Market Microstructure Explanation for Predictable Variations in Stock Returns following Large Price Changes," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 30(02), pages 241-256, June. [Downloadable!]
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  11. Fama, Eugene F & French, Kenneth R, 1988. "Permanent and Temporary Components of Stock Prices," Journal of Political Economy, University of Chicago Press, vol. 96(2), pages 246-73, April. [Downloadable!] (restricted)
  12. Nam, Kiseok & Pyun, Chong Soo & Avard, Stephen L., 2001. "Asymmetric reverting behavior of short-horizon stock returns: An evidence of stock market overreaction," Journal of Banking & Finance, Elsevier, vol. 25(4), pages 807-824, April. [Downloadable!] (restricted)
  13. Veronesi, Pietro, 1999. "Stock Market Overreaction to Bad News in Good Times: A Rational Expectations Equilibrium Model," Review of Financial Studies, Oxford University Press for Society for Financial Studies, vol. 12(5), pages 975-1007.
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  15. LeBaron, Blake, 1992. "Some Relations between Volatility and Serial Correlations in Stock Market Returns," Journal of Business, University of Chicago Press, vol. 65(2), pages 199-219, April. [Downloadable!] (restricted)
  16. 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. [Downloadable!] (restricted)
  17. Chopra, Navin & Lakonishok, Josef & Ritter, Jay R., 1992. "Measuring abnormal performance : Do stocks overreact?," Journal of Financial Economics, Elsevier, vol. 31(2), pages 235-268, April. [Downloadable!] (restricted)
  18. Fama, Eugene F, 1991. " Efficient Capital Markets: II," Journal of Finance, American Finance Association, vol. 46(5), pages 1575-617, December. [Downloadable!] (restricted)
  19. Barberis, Nicholas & Shleifer, Andrei & Vishny, Robert, 1998. "A model of investor sentiment1," Journal of Financial Economics, Elsevier, vol. 49(3), pages 307-343, September. [Downloadable!] (restricted)
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  20. Haugen, Robert A & Talmor, Eli & Torous, Walter N, 1991. " The Effect of Volatility Changes on the Level of Stock Prices and Subsequent Expected Returns," Journal of Finance, American Finance Association, vol. 46(3), pages 985-1007, July. [Downloadable!] (restricted)
  21. Chan, K C, 1988. "On the Contrarian Investment Strategy," Journal of Business, University of Chicago Press, vol. 61(2), pages 147-63, April. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Bharat Kolluri & Mahmoud Wahab, 2008. "Stock returns and expected inflation: evidence from an asymmetric test specification," Review of Quantitative Finance and Accounting, Springer, vol. 30(4), pages 371-395, May. [Downloadable!] (restricted)
  2. Warren Dean & Robert Faff, 2008. "Evidence of feedback trading with Markov switching regimes," Review of Quantitative Finance and Accounting, Springer, vol. 30(2), pages 133-151, February. [Downloadable!] (restricted)
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