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An investigation of customer order flow in the foreign exchange market

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  • Mario Cerrato
  • Nicholas Sarantis
  • Alex Saunders

Abstract

This paper examines the effect that heterogeneous customer orders flows have on exchange rates by using a new propreitary dataset of weekly net order flow segmented by customer type across nine of the most liquid currency pairs. We make three contributions. First, we investigate the extent to which order flow can help to explain exchange rate movements over and above the influence of macroeconomic variables. Second, we look at the usefulness of order flow in forecasting exchange rate movements at longer horizons than those generally considered in the microstructure literature. Finally we address the question of whether the out-of-sample exchange rate forecasts generated by order flows can be employed profitably in the foreign exchange markets.

Suggested Citation

  • Mario Cerrato & Nicholas Sarantis & Alex Saunders, 2009. "An investigation of customer order flow in the foreign exchange market," Working Papers 2009_25, Business School - Economics, University of Glasgow, revised Feb 2010.
  • Handle: RePEc:gla:glaewp:2009_25
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    1. Duffee, Gregory R. & Zhou, Chunsheng, 2001. "Credit derivatives in banking: Useful tools for managing risk?," Journal of Monetary Economics, Elsevier, pages 25-54.
    2. Bjonnes, Geir Hoidal & Rime, Dagfinn, 2005. "Dealer behavior and trading systems in foreign exchange markets," Journal of Financial Economics, Elsevier, vol. 75(3), pages 571-605, March.
    3. Takatoshi Ito & Richard K. Lyons & Michael T. Melvin, 1998. "Is There Private Information in the FX Market? The Tokyo Experiment," Journal of Finance, American Finance Association, vol. 53(3), pages 1111-1130, June.
    4. repec:wsi:wschap:9789813148543_0011 is not listed on IDEAS
    5. Killeen, William P. & Lyons, Richard K. & Moore, Michael J., 2006. "Fixed versus flexible: Lessons from EMS order flow," Journal of International Money and Finance, Elsevier, vol. 25(4), pages 551-579, June.
    6. William F. Sharpe, 1965. "Mutual Fund Performance," The Journal of Business, University of Chicago Press, vol. 39, pages 119-119.
    7. repec:wsi:qjfxxx:v:02:y:2012:i:04:n:s2010139212500188 is not listed on IDEAS
    8. Ronald MacDonald & Ian W. Marsh, 1997. "On Fundamentals And Exchange Rates: A Casselian Perspective," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 655-664, November.
    9. Martin D. D. Evans & Richard K. Lyons, 2017. "Meese-Rogoff Redux: Micro-Based Exchange-Rate Forecasting," World Scientific Book Chapters,in: Studies in Foreign Exchange Economics, chapter 11, pages 457-475 World Scientific Publishing Co. Pte. Ltd..
    10. Martin D. D. Evans, 2017. "Order Flows and the Exchange Rate Disconnect Puzzle," World Scientific Book Chapters,in: Studies in Foreign Exchange Economics, chapter 15, pages 599-643 World Scientific Publishing Co. Pte. Ltd..
    11. Diebold, Francis X & Mariano, Roberto S, 2002. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 134-144, January.
    12. Copeland, Thomas E & Friedman, Daniel, 1991. " Partial Revelation of Information in Experimental Asset Markets," Journal of Finance, American Finance Association, vol. 46(1), pages 265-295, March.
    13. Sapp, Stephen G., 2002. "Price Leadership in the Spot Foreign Exchange Market," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 37(03), pages 425-448, September.
    14. Bjonnes, Geir Hoidal & Rime, Dagfinn & Solheim, Haakon O.Aa., 2005. "Liquidity provision in the overnight foreign exchange market," Journal of International Money and Finance, Elsevier, vol. 24(2), pages 175-196, March.
    15. Yin-Wong Cheung & Jude Yuen, 2005. "The Suitability Of A Greater China Currency Union," Pacific Economic Review, Wiley Blackwell, pages 83-103.
    16. Lyons, Richard K., 1998. "Profits and position control: a week of FX dealing1," Journal of International Money and Finance, Elsevier, vol. 17(1), pages 97-115, February.
    17. Martin D.D. Evans & Richard K. Lyons, 2017. "Order Flow and Exchange Rate Dynamics," World Scientific Book Chapters,in: Studies in Foreign Exchange Economics, chapter 6, pages 247-290 World Scientific Publishing Co. Pte. Ltd..
    18. Richard K. Lyons, 1993. "Optimal Transparency in a Dealership Market with an Application to Foreign Exchange," NBER Working Papers 4467, National Bureau of Economic Research, Inc.
    19. Shleifer, Andrei, 2000. "Inefficient Markets: An Introduction to Behavioral Finance," OUP Catalogue, Oxford University Press, number 9780198292272.
    20. Meese, Richard A. & Rogoff, Kenneth, 1983. "Empirical exchange rate models of the seventies : Do they fit out of sample?," Journal of International Economics, Elsevier, pages 3-24.
    21. repec:wsi:wschap:9789813148543_0016 is not listed on IDEAS
    22. Geir H. Bjønnes & Dagfinn Rime & Haakon O. Aa. Solheim, 2002. "Volume and Volatility in the FX-Market: Does it matter who you are?," CESifo Working Paper Series 786, CESifo Group Munich.
    23. Martin D. D. Evans & Richard K. Lyons, 2017. "Exchange Rate Fundamentals and Order Flow," World Scientific Book Chapters,in: Studies in Foreign Exchange Economics, chapter 16, pages 645-724 World Scientific Publishing Co. Pte. Ltd..
    24. Berger, David W. & Chaboud, Alain P. & Chernenko, Sergey V. & Howorka, Edward & Wright, Jonathan H., 2008. "Order flow and exchange rate dynamics in electronic brokerage system data," Journal of International Economics, Elsevier, pages 93-109.
    25. Cheung, Yin-Wong & Chinn, Menzie D. & Pascual, Antonio Garcia, 2005. "Empirical exchange rate models of the nineties: Are any fit to survive?," Journal of International Money and Finance, Elsevier, pages 1150-1175.
    26. Meese, Richard A & Singleton, Kenneth J, 1982. " On Unit Roots and the Empirical Modeling of Exchange Rates," Journal of Finance, American Finance Association, vol. 37(4), pages 1029-1035, September.
    27. Rime, Dagfinn & Sarno, Lucio & Sojli, Elvira, 2010. "Exchange rate forecasting, order flow and macroeconomic information," Journal of International Economics, Elsevier, pages 72-88.
    28. Lyons, Richard K., 1995. "Tests of microstructural hypotheses in the foreign exchange market," Journal of Financial Economics, Elsevier, vol. 39(2-3), pages 321-351.
    29. Sarantis, Nicholas, 2006. "On the short-term predictability of exchange rates: A BVAR time-varying parameters approach," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2257-2279, August.
    30. Berger, David W. & Chaboud, Alain P. & Chernenko, Sergey V. & Howorka, Edward & Wright, Jonathan H., 2006. "Order Flow and Exchange Rate Dynamics in Electronic Brokerage System Data," International Finance Discussion Papers 830, Board of Governors of the Federal Reserve System (U.S.), revised Sep 2006.
    31. Lukas Menkhoff & Mark P. Taylor, 2007. "The Obstinate Passion of Foreign Exchange Professionals: Technical Analysis," Journal of Economic Literature, American Economic Association, pages 936-972.
    32. Allen, Helen & Taylor, Mark P, 1990. "Charts, Noise and Fundamentals in the London Foreign Exchange Market," Economic Journal, Royal Economic Society, vol. 100(400), pages 49-59, Supplemen.
    33. Peiers, Bettina, 1997. " Informed Traders, Intervention, and Price Leadership: A Deeper View of the Microstructure of the Foreign Exchange Market," Journal of Finance, American Finance Association, vol. 52(4), pages 1589-1614, September.
    34. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    35. Torben G. Andersen & Tim Bollerslev, 1998. "Deutsche Mark-Dollar Volatility: Intraday Activity Patterns, Macroeconomic Announcements, and Longer Run Dependencies," Journal of Finance, American Finance Association, vol. 53(1), pages 219-265, February.
    36. Chinn, Menzie D. & Meese, Richard A., 1995. "Banking on currency forecasts: How predictable is change in money?," Journal of International Economics, Elsevier, pages 161-178.
    37. Lyons, Richard K., 1997. "A simultaneous trade model of the foreign exchange hot potato," Journal of International Economics, Elsevier, pages 275-298.
    38. Michael Sager & Mark P. Taylor, 2008. "Commercially Available Order Flow Data and Exchange Rate Movements: "Caveat Emptor"," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(4), pages 583-625, June.
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    Cited by:

    1. Ligon, James A. & Liu, Hao-Chen, 2013. "The relation of trade size and price contribution in a traditional foreign exchange brokered market," Pacific-Basin Finance Journal, Elsevier, pages 1024-1045.
    2. Cerrato, Mario & Kim, Hyunsok & MacDonald, Ronald, 2015. "Microstructure order flow: statistical and economic evaluation of nonlinear forecasts," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 39(C), pages 40-52.
    3. Chen, Shikuan & Chien, Chih-Chung & Chang, Ming-Jen, 2012. "Order flow, bid–ask spread and trading density in foreign exchange markets," Journal of Banking & Finance, Elsevier, vol. 36(2), pages 597-612.
    4. Chen, Yu-Lun & Gau, Yin-Feng, 2014. "Asymmetric responses of ask and bid quotes to information in the foreign exchange market," Journal of Banking & Finance, Elsevier, vol. 38(C), pages 194-204.
    5. Chen, Pei-wen & Huang, Han-ching & Su, Yong-chern, 2014. "The central bank in market efficiency: The case of Taiwan," Pacific-Basin Finance Journal, Elsevier, pages 239-260.
    6. Masayuki Susai & Yushi Yoshida, 2012. "Central bank interventions and limit order behavior in the foreign exchange market," Discussion Papers 56, Kyushu Sangyo University, Faculty of Economics.
    7. Lukas Menkhoff & Lucio Sarno & Maik Schmeling & Andreas Schrimpf, 2016. "Information Flows in Foreign Exchange Markets: Dissecting Customer Currency Trades," Journal of Finance, American Finance Association, vol. 71(2), pages 601-634, April.
    8. repec:uts:finphd:34 is not listed on IDEAS
    9. Ülkü, Numan & Weber, Enzo, 2013. "Identifying the interaction between stock market returns and trading flows of investor types: Looking into the day using daily data," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2733-2749.

    More about this item

    Keywords

    Customer order flow; exchange rates; microstructure; forecasting;

    JEL classification:

    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)

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