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The magnet effect of price limits: A logit approach

Author

Listed:
  • Hsieh, Ping-Hung
  • Kim, Yong H.
  • Yang, J. Jimmy

Abstract

We investigate the magnet effect of price limits using transaction data from the Taiwan Stock Exchange. A logit model incorporates explanatory variables from microstructure literature and reveals that the conditional probability of a price increase (decrease) increases significantly when the price approaches the upper (lower) price limit, in support of the magnet effect. Our approach recognizes when the magnet effect starts to emerge and identifies possible determinants of magnet effect. The probability of information-based trading has a significant impact on the magnet effect for lower price limits.

Suggested Citation

  • Hsieh, Ping-Hung & Kim, Yong H. & Yang, J. Jimmy, 2009. "The magnet effect of price limits: A logit approach," Journal of Empirical Finance, Elsevier, vol. 16(5), pages 830-837, December.
  • Handle: RePEc:eee:empfin:v:16:y:2009:i:5:p:830-837
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    1. David Easley & Soeren Hvidkjaer & Maureen O'Hara, 2002. "Is Information Risk a Determinant of Asset Returns?," Journal of Finance, American Finance Association, vol. 57(5), pages 2185-2221, October.
    2. Kim, Yong H. & Yagüe, José & Yang, J. Jimmy, 2008. "Relative performance of trading halts and price limits: Evidence from the Spanish Stock Exchange," International Review of Economics & Finance, Elsevier, vol. 17(2), pages 197-215.
    3. Ackert, Lucy F. & Church, Bryan & Jayaraman, Narayanan, 2001. "An experimental study of circuit breakers: The effects of mandated market closures and temporary halts on market behavior," Journal of Financial Markets, Elsevier, vol. 4(2), pages 185-208, April.
    4. 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.
    5. Lee, Charles M C & Ready, Mark J, 1991. "Inferring Trade Direction from Intraday Data," Journal of Finance, American Finance Association, vol. 46(2), pages 733-746, June.
    6. Kim, Kenneth A. & Limpaphayom, Piman, 2000. "Characteristics of stocks that frequently hit price limits: Empirical evidence from Taiwan and Thailand," Journal of Financial Markets, Elsevier, vol. 3(3), pages 315-332, August.
    7. David Abad & Roberto Pascual, 2007. "On the Magnet Effect of Price Limits," European Financial Management, European Financial Management Association, vol. 13(5), pages 833-852, November.
    8. Maureen O'Hara, 2003. "Presidential Address: Liquidity and Price Discovery," Journal of Finance, American Finance Association, vol. 58(4), pages 1335-1354, August.
    9. Easley, David & O'Hara, Maureen, 1992. "Time and the Process of Security Price Adjustment," Journal of Finance, American Finance Association, vol. 47(2), pages 576-605, June.
    10. Wong, Woon K. & Chang, Matthew C. & Tu, Anthony H., 2009. "Are magnet effects caused by uninformed traders? Evidence from Taiwan Stock Exchange," Pacific-Basin Finance Journal, Elsevier, vol. 17(1), pages 28-40, January.
    11. Subrahmanyam, Avanidhar, 1997. "The ex ante effects of trade halting rules on informed trading strategies and market liquidity," Review of Financial Economics, Elsevier, vol. 6(1), pages 1-14.
    12. Hausman, Jerry A. & Lo, Andrew W. & MacKinlay, A. Craig, 1992. "An ordered probit analysis of transaction stock prices," Journal of Financial Economics, Elsevier, vol. 31(3), pages 319-379, June.
    13. Anthony D. Hall & Paul Kofman & Ron Guido, 1998. "Limits to Linear Price Behaviour: Target Zones for Futures Prices Regulated By Limits," Research Paper Series 3, Quantitative Finance Research Centre, University of Technology, Sydney.
    14. 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.
    15. Karpoff, Jonathan M., 1987. "The Relation between Price Changes and Trading Volume: A Survey," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 22(1), pages 109-126, March.
    16. Brockman, Paul & Chung, Dennis Y., 1999. "An analysis of depth behavior in an electronic, order-driven environment," Journal of Banking & Finance, Elsevier, vol. 23(12), pages 1861-1886, December.
    17. Shleifer, Andrei & Vishny, Robert W, 1997. "The Limits of Arbitrage," Journal of Finance, American Finance Association, vol. 52(1), pages 35-55, March.
    18. Subrahmanyam, Avanidhar, 1994. "Circuit Breakers and Market Volatility: A Theoretical Perspective," Journal of Finance, American Finance Association, vol. 49(1), pages 237-254, March.
    19. Barclay, Michael J. & Warner, Jerold B., 1993. "Stealth trading and volatility : Which trades move prices?," Journal of Financial Economics, Elsevier, vol. 34(3), pages 281-305, December.
    20. Marcelle Arak & Richard Cook, 1997. "Do Daily Price Limits Act as Magnets? The Case of Treasury Bond Futures," Journal of Financial Services Research, Springer;Western Finance Association, vol. 12(1), pages 5-20, August.
    21. Lauterbach, Beni & Ben-Zion, Uri, 1993. "Stock Market Crashes and the Performance of Circuit Breakers: Empirical Evidence," Journal of Finance, American Finance Association, vol. 48(5), pages 1909-1925, December.
    22. Goldstein, Michael A. & Kavajecz, Kenneth A., 2004. "Trading strategies during circuit breakers and extreme market movements," Journal of Financial Markets, Elsevier, vol. 7(3), pages 301-333, June.
    23. Gerety, Mason S & Mulherin, J Harold, 1992. "Trading Halts and Market Activity: An Analysis of Volume at the Open and the Close," Journal of Finance, American Finance Association, vol. 47(5), pages 1765-1784, December.
    24. Easley, David, et al, 1996. "Liquidity, Information, and Infrequently Traded Stocks," Journal of Finance, American Finance Association, vol. 51(4), pages 1405-1436, September.
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