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Continuing overreaction and momentum in a market with price limits

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  • Yang, Nien-Tzu
  • Chu, Hsiang-Hui
  • Ko, Kuan-Cheng
  • Lee, Shiou-Wen

Abstract

In this paper, we document strong return predictability for continuing overreaction in Taiwan, a market without the existence of momentum for conventional momentum strategies. Using signed volume to proxy for the level of continuing overreaction, we show that the strategy that buys stocks with upward continuing overreaction and short sells those with downward continuing overreaction generates both intermediate-term continuations and long-term reversals in this market. The evidence is consistent with the prediction of the model based on investor overconfidence and biased self-attribution in predicting future stock returns. We further examine the impact of price limits on this overreaction-based return predictability by isolating the information embedded in signed volumes for limit-hit and non-hit days, respectively. The findings indicate that the imposition of price limits seems to restrain investors' overreaction behavior and that trading volume in non-hit days is a cleaner measure to capture the level of investor overconfidence in generating intermediate-term continuations and long-term reversals.

Suggested Citation

  • Yang, Nien-Tzu & Chu, Hsiang-Hui & Ko, Kuan-Cheng & Lee, Shiou-Wen, 2018. "Continuing overreaction and momentum in a market with price limits," Pacific-Basin Finance Journal, Elsevier, vol. 48(C), pages 56-71.
  • Handle: RePEc:eee:pacfin:v:48:y:2018:i:c:p:56-71
    DOI: 10.1016/j.pacfin.2018.01.005
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    as
    1. Asem, Ebenezer & Tian, Gloria Y., 2010. "Market Dynamics and Momentum Profits," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(6), pages 1549-1562, December.
    2. Terrance Odean., 1996. "Volume, Volatility, Price and Profit When All Trader Are Above Average," Research Program in Finance Working Papers RPF-266, University of California at Berkeley.
    3. Shu, Pei-Gi & Yeh, Yin-Hua & Chiu, Shean-Bii & Chen, Hsuan-Chi, 2005. "Are Taiwanese individual investors reluctant to realize their losses?," Pacific-Basin Finance Journal, Elsevier, vol. 13(2), pages 201-223, March.
    4. Bali, Turan G. & Cakici, Nusret & Whitelaw, Robert F., 2011. "Maxing out: Stocks as lotteries and the cross-section of expected returns," Journal of Financial Economics, Elsevier, vol. 99(2), pages 427-446, February.
    5. Ang, Andrew & Hodrick, Robert J. & Xing, Yuhang & Zhang, Xiaoyan, 2009. "High idiosyncratic volatility and low returns: International and further U.S. evidence," Journal of Financial Economics, Elsevier, vol. 91(1), pages 1-23, January.
    6. Eugene F. Fama & Kenneth R. French, 2008. "Dissecting Anomalies," Journal of Finance, American Finance Association, vol. 63(4), pages 1653-1678, August.
    7. Cho, David D. & Russell, Jeffrey & Tiao, George C. & Tsay, Ruey, 2003. "The magnet effect of price limits: evidence from high-frequency data on Taiwan Stock Exchange," Journal of Empirical Finance, Elsevier, vol. 10(1-2), pages 133-168, February.
    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. Kent Daniel & David Hirshleifer & Avanidhar Subrahmanyam, 1998. "Investor Psychology and Security Market Under- and Overreactions," Journal of Finance, American Finance Association, vol. 53(6), pages 1839-1885, December.
    10. Glaser, Markus & Weber, Martin, 2009. "Which past returns affect trading volume?," Journal of Financial Markets, Elsevier, vol. 12(1), pages 1-31, February.
    11. Sadka, Ronnie, 2006. "Momentum and post-earnings-announcement drift anomalies: The role of liquidity risk," Journal of Financial Economics, Elsevier, vol. 80(2), pages 309-349, May.
    12. Grinblatt, Mark & Moskowitz, Tobias J., 2004. "Predicting stock price movements from past returns: the role of consistency and tax-loss selling," Journal of Financial Economics, Elsevier, vol. 71(3), pages 541-579, March.
    13. Grundy, Bruce D & Martin, J Spencer, 2001. "Understanding the Nature of the Risks and the," Review of Financial Studies, Society for Financial Studies, vol. 14(1), pages 29-78.
    14. Andy C.W. Chui & Sheridan Titman & K.C. John Wei, 2010. "Individualism and Momentum around the World," Journal of Finance, American Finance Association, vol. 65(1), pages 361-392, February.
    15. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    16. Andrew Ang & Robert J. Hodrick & Yuhang Xing & Xiaoyan Zhang, 2006. "The Cross‐Section of Volatility and Expected Returns," Journal of Finance, American Finance Association, vol. 61(1), pages 259-299, February.
    17. Griffiths, Mark D & White, Robert W, 1993. "Tax-Induced Trading and the Turn-of-the-Year Anomaly: An Intraday Study," Journal of Finance, American Finance Association, vol. 48(2), pages 575-598, June.
    18. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    19. Kim, Yong H. & Yang, J. Jimmy, 2008. "The effect of price limits on intraday volatility and information asymmetry," Pacific-Basin Finance Journal, Elsevier, vol. 16(5), pages 522-538, November.
    20. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    21. Avramov, Doron & Cheng, Si & Hameed, Allaudeen, 2016. "Time-Varying Liquidity and Momentum Profits," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(6), pages 1897-1923, December.
    22. Allaudeen Hameed & Yuanto Kusnadi, 2002. "Momentum Strategies: Evidence from Pacific Basin Stock Markets," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 25(3), pages 383-397, September.
    23. 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.
    24. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    25. X. Frank Zhang, 2006. "Information Uncertainty and Stock Returns," Journal of Finance, American Finance Association, vol. 61(1), pages 105-137, February.
    26. Lin, Chaonan & Ko, Kuan-Cheng & Feng, Zhi-Xiang & Yang, Nien-Tzu, 2016. "Market dynamics and momentum in the Taiwan stock market," Pacific-Basin Finance Journal, Elsevier, vol. 38(C), pages 59-75.
    27. Sheridan Titman & Matthias Hanauer, 2014. "Is Japan Different? Evidence on Momentum and Market Dynamics," International Review of Finance, International Review of Finance Ltd., vol. 14(1), pages 141-160, March.
    28. Zhi Da & Umit G. Gurun & Mitch Warachka, 2014. "Frog in the Pan: Continuous Information and Momentum," Review of Financial Studies, Society for Financial Studies, vol. 27(7), pages 2171-2218.
    29. Jegadeesh, Narasimhan, 1990. "Evidence of Predictable Behavior of Security Returns," Journal of Finance, American Finance Association, vol. 45(3), pages 881-898, July.
    30. Kim, Kenneth & Rhee, S Ghon, 1997. "Price Limit Performance: Evidence from the Tokyo Stock Exchange," Journal of Finance, American Finance Association, vol. 52(2), pages 885-899, June.
    31. Lin, Chaonan & Ko, Kuan-Cheng & Lin, Lin & Yang, Nien-Tzu, 2017. "Price limits and the value premium in the Taiwan stock market," Pacific-Basin Finance Journal, Elsevier, vol. 41(C), pages 26-45.
    32. Benos, Alexandros V., 1998. "Aggressiveness and survival of overconfident traders," Journal of Financial Markets, Elsevier, vol. 1(3-4), pages 353-383, September.
    33. Michael J. Cooper & Roberto C. Gutierrez & Allaudeen Hameed, 2004. "Market States and Momentum," Journal of Finance, American Finance Association, vol. 59(3), pages 1345-1365, June.
    34. Brad M. Barber & Terrance Odean, 2001. "Boys will be Boys: Gender, Overconfidence, and Common Stock Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 261-292.
    35. Charles M.C. Lee & Bhaskaran Swaminathan, 2000. "Price Momentum and Trading Volume," Journal of Finance, American Finance Association, vol. 55(5), pages 2017-2069, October.
    36. Du, Ding & Huang, Zhaodan & Liao, Bih-shuang, 2009. "Why is there no momentum in the Taiwan stock market?," Journal of Economics and Business, Elsevier, vol. 61(2), pages 140-152.
    37. Seasholes, Mark S. & Wu, Guojun, 2007. "Predictable behavior, profits, and attention," Journal of Empirical Finance, Elsevier, vol. 14(5), pages 590-610, December.
    38. Byun, Suk Joon & Lim, Sonya S. & Yun, Sang Hyun, 2016. "Continuing Overreaction and Stock Return Predictability," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(6), pages 2015-2046, December.
    39. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    40. Meir Statman & Steven Thorley & Keith Vorkink, 2006. "Investor Overconfidence and Trading Volume," Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1531-1565.
    41. Mark Grinblatt & Matti Keloharju, 2009. "Sensation Seeking, Overconfidence, and Trading Activity," Journal of Finance, American Finance Association, vol. 64(2), pages 549-578, April.
    42. Chan, Soon Huat & Kim, Kenneth A. & Rhee, S. Ghon, 2005. "Price limit performance: evidence from transactions data and the limit order book," Journal of Empirical Finance, Elsevier, vol. 12(2), pages 269-290, March.
    43. Terrance Odean, 1998. "Volume, Volatility, Price, and Profit When All Traders Are Above Average," Journal of Finance, American Finance Association, vol. 53(6), pages 1887-1934, December.
    44. Brad M. Barber & Yi-Tsung Lee & Yu-Jane Liu & Terrance Odean, 2009. "Just How Much Do Individual Investors Lose by Trading?," Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 609-632, February.
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    2. Lin, Chaonan & Xia, Chuanxin & Yang, Nien-Tzu & Yang, Sheng-Yung, 2020. "Enhancing momentum profits in the Taiwan Stock Market: The role of extreme absolute strength," Pacific-Basin Finance Journal, Elsevier, vol. 59(C).
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    More about this item

    Keywords

    Continuing overreaction; Momentum; Price limits; Taiwan stock market;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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