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Commercially available order flow data and exchange rate movements : Caveat emptor

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Sager, Michael and Taylor, Mark P., 1958-. (2008) Commercially available order flow data and exchange rate movements : Caveat emptor. Journal of Money, Credit & Banking, Vol.40 (No.4). pp. 583-625. ISSN 0022-2879

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Official URL: http://dx.doi.org/10.1111/j.1538-4616.2008.00129.x

Abstract

Research suggests that customer order flow should help predict exchange rates. We make two contributions. First, we provide a review of the recent literature on order flow and exchange rate movements. Second, we critically evaluate the practical value of customer order flow data that are commercially available to the wider market, as well as the forecasting properties of inter-dealer order flow. In line with microstructure theory, we find little evidence that the latter can forecast exchange rates, but our results also cast considerable doubt on the practical value to market practitioners of commercially available customer order flow data.

Item Type: Journal Article
Subjects: H Social Sciences > HB Economic Theory
H Social Sciences > HG Finance
Divisions: Faculty of Social Sciences > Economics
Faculty of Social Sciences > Warwick Business School > Finance Group
Faculty of Social Sciences > Warwick Business School
Library of Congress Subject Headings (LCSH): Foreign exchange market, Economic forecasting
Journal or Publication Title: Journal of Money, Credit & Banking
Publisher: Wiley-Blackwell Publishing, Inc.
ISSN: 0022-2879
Date: June 2008
Volume: Vol.40
Number: No.4
Number of Pages: 43
Page Range: pp. 583-625
Identification Number: 10.1111/j.1538-4616.2008.00129.x
Status: Peer Reviewed
Publication Status: Published
Access rights to Published version: Restricted or Subscription Access
References: Anderson, Torben G., Tim Bollerslev, and Ashish Das. (Forthcoming) “Testing for Market Microstructure Effects in Intraday Volatility: A Reassessment of the Tokyo FX Experiment.” Journal of Finance. Anderson, Torben G., Tim Bollerslev, Francis X. Diebold, and Clara Vega. (2003) “Micro Effects of Macro Announcements: Real-Time Price Discovery in Foreign Exchange.” American Economic Review, 93, 38–62. Baldridge, J., Brian Meath, and Heather Myers. (2000) Capturing Alpha through Active Currency Overlay. New York: Frank Russell Company. Bank for International Settlements. (2005) “Triennial Central Bank Survey of Foreign Exchange and Derivatives Market Activity 2004.” http://www.bis.org. Bates, R. G., Michael A. Dempster, and Yazann S. Romahi. (2003) “Evolutionary Reinforcement Learning in FX Order Book and Order FlowAnalysis.” IEEE International Conference Proceedings on Computational Intelligence for Financial Engineering, 355–62, Cambridge. Berger, David W., Alain P. Chaboud, Sergey V. Chernenko, Edward Howorka, and Jonathan H. Wright. (2005) “Order Flow and Exchange Rate Dynamics in Electronic Brokerage System Data.” Federal Reserve Bank International Finance Discussion Paper 830, Board of Governors of US Federal Reserve. Bjønnes, Geir H., and Dagfinn Rime. (2001) “Customer Trading and Information in Foreign Exchange Markets.” Working Paper 4. Stockholm Institute for Financial Research. http://www.sifr.org. Bjønnes, Geir H., and Dagfinn Rime. (2005) “Dealer Behavior and Trading Systems in Foreign Exchange Markets.” Journal of Financial Economics, 75, 571–605. Bjønnes, Geir H., Dagfinn Rime, and Haakon O. A. Solheim. (2003) “Volume and Volatility in the FX-Market: Does It Matter Who You Are?” In Exchange Rate Modelling: Where Do We Stand? edited by P. De Grauwe, pp. 39–52. Cambridge, MA: MIT Press, CESifo Seminar Series. Cai, Jun, Yan-Leung Cheung, Raymond S.K. Lee, and Michael T. Melvin. (2001) “ ‘Once-ina- Generation’ Yen Volatility in 1998: Fundamentals, Intervention and Order Flow.” Journal of International Money and Finance, 20, 327–47. Carpenter, Andrew, and JianxinWang. (2003) “Sources of Private Information in FX Trading.” Mimeo, University of New South Wales. Clark, Todd E., and Kenneth D.West. (2006) “Using Out-of-Sample Mean Squared Prediction Errors to Test the Martingale Difference Hypothesis” Journal of Econometrics, 135, 155– 86 Clark, Todd E., andKenneth D.West. (2007) “Approximately Normal Tests for Equal Predictive Accuracy in Nested Models.” Journal of Econometrics, 138, 291–311.
URI: http://wrap.warwick.ac.uk/id/eprint/30020

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