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Detecting Information-Driven Trading in a Dealers Market

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  • Jan Hanousek

    ()
    (CERGE-EI)

  • František Kopøiva

    ()
    (CERGE-EI)

Abstract

We focus on the extent of information-driven trading originating from order flows to capture the behavior of the market makers on an emerging market. We modified the classical Easley et al. (1996) model for the probability of informed trading using a jackknife approach in which trades of one particular market maker at a time are left out from the sum of all buys and sells. Using the estimates from the jackknife approach, for each market maker we test whether the order flows associated with the particular market maker behaved significantly differently from the others. Data from the Prague Stock Exchange SPAD trading platform are used to demonstrate our methodology. Finding significant differences in the probability of informed trading computed from order flows, we conclude that order flows could reveal the extent of information-driven trading and could potentially be used by regulatory authorities to identify suspicious behavior by market participants.

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Bibliographic Info

Article provided by Charles University Prague, Faculty of Social Sciences in its journal Finance a uver - Czech Journal of Economics and Finance.

Volume (Year): 61 (2011)
Issue (Month): 3 (July)
Pages: 204-229

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Handle: RePEc:fau:fauart:v:61:y:2011:i:3:p:204-229

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Related research

Keywords: dealers’ market; emerging markets; informed trading; trading systems;

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References

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  1. Michael J. Barclay & Terrence Hendershott & D. Timothy McCormick, 2003. "Competition among Trading Venues: Information and Trading on Electronic Communications Networks," Journal of Finance, American Finance Association, vol. 58(6), pages 2637-2666, December.
  2. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-35, November.
  3. Chan, Louis K C & Lakonishok, Josef, 1995. " The Behavior of Stock Prices around Institutional Trades," Journal of Finance, American Finance Association, vol. 50(4), pages 1147-74, September.
  4. Boehmer, Ekkehart, 2005. "Dimensions of execution quality: Recent evidence for US equity markets," Journal of Financial Economics, Elsevier, vol. 78(3), pages 553-582, December.
  5. Roell, Ailsa, 1990. "Dual-capacity trading and the quality of the market," Journal of Financial Intermediation, Elsevier, vol. 1(2), pages 105-124, June.
  6. Lee, Jason & Yi, Cheong H., 2001. "Trade Size and Information-Motivated Trading in the Options and Stock Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(04), pages 485-501, December.
  7. Fishman, Michael J & Longstaff, Francis A, 1992. " Dual Trading in Futures Markets," Journal of Finance, American Finance Association, vol. 47(2), pages 643-71, June.
  8. Lee, Charles M C & Ready, Mark J, 1991. " Inferring Trade Direction from Intraday Data," Journal of Finance, American Finance Association, vol. 46(2), pages 733-46, June.
  9. Easley, David & Hvidkjaer, Soeren & O’Hara, Maureen, 2010. "Factoring Information into Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(02), pages 293-309, April.
  10. Anand, Amber & Chakravarty, Sugato & Martell, Terrence, 2005. "Empirical evidence on the evolution of liquidity: Choice of market versus limit orders by informed and uninformed traders," Journal of Financial Markets, Elsevier, vol. 8(3), pages 288-308, August.
  11. Chakravarty, Sugato, 2001. "Stealth-trading: Which traders' trades move stock prices?," Journal of Financial Economics, Elsevier, vol. 61(2), pages 289-307, August.
  12. Grammig, J. & Schiereck, D. & Theissen, E., 2001. "Knowing Me, Knowing You: Trader Anonymity and Informed Trading in Parallel Markets," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 35288, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
  13. Sarkar Asani, 1995. "Dual Trading: Winners, Losers, and Market Impact," Journal of Financial Intermediation, Elsevier, vol. 4(1), pages 77-93, January.
  14. Vega, Clara, 2006. "Stock price reaction to public and private information," Journal of Financial Economics, Elsevier, vol. 82(1), pages 103-133, October.
  15. Garfinkel, Jon A. & Nimalendran, M., 2003. "Market Structure and Trader Anonymity: An Analysis of Insider Trading," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 38(03), pages 591-610, September.
  16. Joachim Grammig & Erik Theissen, 2002. "Estimating the Probability of Informed Trading - Does Trade Misclassification Matter?," Bonn Econ Discussion Papers bgse37_2002, University of Bonn, Germany.
  17. Heidle, Hans G. & Huang, Roger D., 2002. "Information-Based Trading in Dealer and Auction Markets: An Analysis of Exchange Listings," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 37(03), pages 391-424, September.
  18. Kurov, Alexander & Lasser, Dennis J., 2004. "Price Dynamics in the Regular and E-Mini Futures Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(02), pages 365-384, June.
  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. Chakravarty, Sugato & Li, Kai, 2003. "A Bayesian analysis of dual trader informativeness in futures markets," Journal of Empirical Finance, Elsevier, vol. 10(3), pages 355-371, May.
  21. Hanousek, Jan & Podpiera, Richard, 2004. "Czech experience with market maker trading system," Economic Systems, Elsevier, vol. 28(2), pages 177-191, June.
  22. Keim, Donald B. & Madhavan, Ananth, 1995. "Anatomy of the trading process Empirical evidence on the behavior of institutional traders," Journal of Financial Economics, Elsevier, vol. 37(3), pages 371-398, March.
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Cited by:
  1. Hanousek, Jan & Kopřiva, František, 2013. "Do broker/analyst conflicts matter? Detecting evidence from internet trading platforms," International Review of Financial Analysis, Elsevier, vol. 28(C), pages 86-92.

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