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“Every move you make, every step you take, I’ll be watching you” – the quest for hidden orders in the interbank FX spot market

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  • Katarzyna Bień-Barkowska

    (Warsaw School of Economics, Institute of Econometrics
    Narodowy Bank Polski)

Abstract

In the paper we seek to investigate different liquidity or information-oriented factors that exert an impact on the submission of iceberg (i.e., partially hidden) orders in the Reuters Dealing Spot 3000 Matching System, the major interbank order-driven market for EUR/PLN spot trading. With this empirical analysis, we present the first – to our knowledge – market microstructure study on the order exposure decisions in FX markets. Our results indicate that the decision whether to hide a part of the submitted order size is significantly influenced by order attributes, measures of the order book shape, and the prevailing market conditions. Thus, we evidence that FX dealers perform a constant monitoring of time-varying market conditions and constantly adjust their individual trading decisions with regard to the continuously changing market environment. The most significant factors explaining order exposure include the size of submitted order and the level of its aggressiveness, different measures of the instantaneous liquidity of the market, the time of a day, previously observed returns, volatility, and the types of orders previously observed. When having taken into account all of these explanatory factors that may be either observable or unobservable by other market participants, the prediction accuracy of the endogeneity-corrected probit model for the decision whether to submit an iceberg order is very high.

Suggested Citation

  • Katarzyna Bień-Barkowska, 2014. "“Every move you make, every step you take, I’ll be watching you” – the quest for hidden orders in the interbank FX spot market," Bank i Kredyt, Narodowy Bank Polski, vol. 45(3), pages 197-224.
    • Handle: RePEc:nbp:nbpbik:v:45:y:2014:i:3:p:197-224
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    References listed on IDEAS

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    1. Foucault, Thierry, 1998. "Order Flow Composition and Trading Costs in Dynamic Limit Order Markets," CEPR Discussion Papers 1817, C.E.P.R. Discussion Papers.
    2. Thierry Foucault & Ohad Kadan & Eugene Kandel, 2005. "Limit Order Book as a Market for Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 18(4), pages 1171-1217.
    3. Héléna Beltran-Lopez & Pierre Giot & Joachim Grammig, 2009. "Commonalities in the order book," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 23(3), pages 209-242, September.
    4. Bauwens, Luc & Veredas, David, 2004. "The stochastic conditional duration model: a latent variable model for the analysis of financial durations," Journal of Econometrics, Elsevier, vol. 119(2), pages 381-412, April.
    5. Valeri Voev, 2011. "Trading Dynamics in the Foreign Exchange Market: A Latent Factor Panel Intensity Approach," Journal of Financial Econometrics, Oxford University Press, vol. 9(4), pages 685-716.
    6. Markus K. Brunnermeier & Lasse Heje Pedersen, 2005. "Predatory Trading," Journal of Finance, American Finance Association, vol. 60(4), pages 1825-1863, August.
    7. Hautsch, Nikolaus & Huang, Ruihong, 2012. "On the dark side of the market: Identifying and analyzing hidden order placements," CFS Working Paper Series 2012/04, Center for Financial Studies (CFS).
    8. Parlour, Christine A, 1998. "Price Dynamics in Limit Order Markets," The Review of Financial Studies, Society for Financial Studies, vol. 11(4), pages 789-816.
    9. Luc Bauwens & Nikolaus Hautsch, 2006. "Stochastic Conditional Intensity Processes," Journal of Financial Econometrics, Oxford University Press, vol. 4(3), pages 450-493.
    10. Bowsher, Clive G., 2007. "Modelling security market events in continuous time: Intensity based, multivariate point process models," Journal of Econometrics, Elsevier, vol. 141(2), pages 876-912, December.
    11. Lo, Ingrid & Sapp, Stephen G., 2010. "Order aggressiveness and quantity: How are they determined in a limit order market?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 20(3), pages 213-237, July.
    12. Anthony D. Hall & Nikolaus Hautsch, 2008. "Order aggressiveness and order book dynamics," Studies in Empirical Economics, in: Luc Bauwens & Winfried Pohlmeier & David Veredas (ed.), High Frequency Financial Econometrics, pages 133-165, Springer.
    13. Copeland, Thomas E & Galai, Dan, 1983. "Information Effects on the Bid-Ask Spread," Journal of Finance, American Finance Association, vol. 38(5), pages 1457-1469, December.
    14. Bae, Kee-Hong & Jang, Hasung & Park, Kyung Suh, 2003. "Traders' choice between limit and market orders: evidence from NYSE stocks," Journal of Financial Markets, Elsevier, vol. 6(4), pages 517-538, August.
    15. Hall, Anthony D. & Hautsch, Nikolaus, 2007. "Modelling the buy and sell intensity in a limit order book market," Journal of Financial Markets, Elsevier, vol. 10(3), pages 249-286, August.
    16. Ioanid Rosu, 2009. "A Dynamic Model of the Limit Order Book," Post-Print hal-00515873, HAL.
    17. Large, Jeremy, 2007. "Measuring the resiliency of an electronic limit order book," Journal of Financial Markets, Elsevier, vol. 10(1), pages 1-25, February.
    18. Ellul, Andrew & Holden, Craig W. & Jain, Pankaj & Jennings, Robert, 2007. "Order dynamics: Recent evidence from the NYSE," Journal of Empirical Finance, Elsevier, vol. 14(5), pages 636-661, December.
    19. Anand, Amber & Weaver, Daniel G., 2004. "Can order exposure be mandated?," Journal of Financial Markets, Elsevier, vol. 7(4), pages 405-426, October.
    20. Buti, Sabrina & Rindi, Barbara & Werner, Ingrid M., 2010. "Diving into Dark Pools," Working Paper Series 2010-10, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    21. BAUWENS, Luc & VEREDAS, David, 1999. "The stochastic conditional duration model: a latent factor model for the analysis of financial durations," LIDAM Discussion Papers CORE 1999058, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    22. Easley, David & O'Hara, Maureen, 1987. "Price, trade size, and information in securities markets," Journal of Financial Economics, Elsevier, vol. 19(1), pages 69-90, September.
    23. King, Michael R. & Osler, Carol L. & Rime, Dagfinn, 2013. "The market microstructure approach to foreign exchange: Looking back and looking forward," Journal of International Money and Finance, Elsevier, vol. 38(C), pages 95-119.
    24. Bidisha Chakrabarty & Kenneth W. Shaw, 2008. "Hidden Liquidity: Order Exposure Strategies Around Earnings Announcements," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(9‐10), pages 1220-1244, November.
    25. Ronald L. Goettler & Christine A. Parlour & Uday Rajan, 2005. "Equilibrium in a Dynamic Limit Order Market," Journal of Finance, American Finance Association, vol. 60(5), pages 2149-2192, October.
    26. Bidisha Chakrabarty & Kenneth W. Shaw, 2008. "Hidden Liquidity: Order Exposure Strategies Around Earnings Announcements," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(9-10), pages 1220-1244.
    27. Ioanid Rosu, 2009. "A Dynamic Model of the Limit Order Book," The Review of Financial Studies, Society for Financial Studies, vol. 22(11), pages 4601-4641, November.
    28. Ranaldo, Angelo, 2004. "Order aggressiveness in limit order book markets," Journal of Financial Markets, Elsevier, vol. 7(1), pages 53-74, January.
    29. Verhoeven, Peter & Ching, Simon & Guan Ng, Hock, 2004. "Determinants of the decision to submit market or limit orders on the ASX," Pacific-Basin Finance Journal, Elsevier, vol. 12(1), pages 1-18, January.
    30. Bessembinder, Hendrik & Panayides, Marios & Venkataraman, Kumar, 2009. "Hidden liquidity: An analysis of order exposure strategies in electronic stock markets," Journal of Financial Economics, Elsevier, vol. 94(3), pages 361-383, December.
    31. Esser, Angelika & Monch, Burkart, 2007. "The navigation of an iceberg: The optimal use of hidden orders," Finance Research Letters, Elsevier, vol. 4(2), pages 68-81, June.
    32. Foucault, Thierry, 1999. "Order flow composition and trading costs in a dynamic limit order market1," Journal of Financial Markets, Elsevier, vol. 2(2), pages 99-134, May.
    33. Lo, Ingrid & Sapp, Stephen G., 2008. "The submission of limit orders or market orders: The role of timing and information in the Reuters D2000-2 system," Journal of International Money and Finance, Elsevier, vol. 27(7), pages 1056-1073, November.
    34. Aitken, Michael J. & Berkman, Henk & Mak, Derek, 2001. "The use of undisclosed limit orders on the Australian Stock Exchange," Journal of Banking & Finance, Elsevier, vol. 25(8), pages 1589-1603, August.
    35. 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.
    36. Malgorzata Doman, 2010. "Liquidity and Market Microstructure Noise: Evidence from the Pekao Data," Dynamic Econometric Models, Uniwersytet Mikolaja Kopernika, vol. 10, pages 5-14.
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    More about this item

    Keywords

    hidden orders; market microstructure; interbank FX spot market;
    All these keywords.

    JEL classification:

    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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