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Explaining and Forecasting Exchange Rates with Order Flows

Author

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  • Richard K. Lyons

Abstract

This paper summarizes key lessons learned from using models from microstructure finance to explain and forecast exchange rates. The first section is an executive summary, which outlines seven lessons that pertain to how different transaction-flow measures (e.g., interbank flows versus end-user flows) perform in explaining concurrent returns and forecasting future returns. Section 2 addresses three overarching topics, including: (1) how various transaction-flow measures differ, (2) causality between transaction flows and returns and how to think about it, and (3) strategies for pinning down underlying flow drivers. Section 3 addresses empirical results underlying the seven lessons in section 1.

Suggested Citation

  • Richard K. Lyons, 2003. "Explaining and Forecasting Exchange Rates with Order Flows," Economie Internationale, CEPII research center, issue 96, pages 107-127.
  • Handle: RePEc:cii:cepiei:2003-4qe
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    File URL: http://www.cepii.fr/IE/rev96/rev96e.htm
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    Citations

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    Cited by:

    1. 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.
    2. Ledenyov, Dimitri O. & Ledenyov, Viktor O., 2015. "Wave function method to forecast foreign currencies exchange rates at ultra high frequency electronic trading in foreign currencies exchange markets," MPRA Paper 67470, University Library of Munich, Germany.
    3. Abolaji Daniel Anifowose & Izlin Ismail & Mohd Edil Abd Sukor, 2018. "Currency Order Flow and Exchange Rate Determination: Empirical Evidence from the Malaysian Foreign Exchange Market," Global Business Review, International Management Institute, vol. 19(4), pages 902-920, August.

    More about this item

    Keywords

    Exchange rates; order flow; price determination; forecasting; microstructure;
    All these keywords.

    JEL classification:

    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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