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Execution Risk and Arbitrage Opportunities in the Foreign Exchange Markets

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Listed:
  • Takatoshi Ito
  • Kenta Yamada
  • Misako Takayasu
  • Hideki Takayasu

Abstract

With the high-frequency data of firm quotes in the transaction platform of foreign exchanges, arbitrage profit opportunities—in the forms of a negative bid-ask spread of a currency pair and triangular transactions involving three currency pairs—can be detected to emerge and disappear in the matter of seconds. The frequency and duration of such arbitrage opportunities have declined over time, most likely due to the emergence of algorithmic trading. When a human trader detects such an arbitrage opportunity and places orders for multiple transactions—two in negative spreads and three in triangular arbitrage—there is no guarantee all of those orders are fulfilled in a fraction of one second. Thus, the arbitrageur has to consider execution risk, when he/she/it detects the emergence of such an opportunity. The novelty of this paper is to show that those arbitrage opportunities were exploitable and executable, before the mid-2000s, even considering the transactions costs and execution risk. After many algorithmic computers were allowed to be connected directly to the EBS transaction platform in the mid-2000s, the frequency of free lunch cases has declined and probabilities of successful executions of all legs for arbitrage declined. We calculate the change in the expected profit of an attempt to execute necessary transactions to reap benefits from arbitrage opportunity.

Suggested Citation

  • Takatoshi Ito & Kenta Yamada & Misako Takayasu & Hideki Takayasu, 2020. "Execution Risk and Arbitrage Opportunities in the Foreign Exchange Markets," NBER Working Papers 26706, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:26706
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    References listed on IDEAS

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    1. Roman Kozhan & Wing Wah Tham, 2012. "Execution Risk in High-Frequency Arbitrage," Management Science, INFORMS, vol. 58(11), pages 2131-2149, November.
    2. Ito, Takatoshi & Hashimoto, Yuko, 2006. "Intraday seasonality in activities of the foreign exchange markets: Evidence from the electronic broking system," Journal of the Japanese and International Economies, Elsevier, vol. 20(4), pages 637-664, December.
    3. Takatoshi Ito & Kenta Yamada & Misako Takayasu & Hideki Takayasu, 2012. "Free Lunch! Arbitrage Opportunities in the Foreign Exchange Markets," NBER Working Papers 18541, National Bureau of Economic Research, Inc.
    4. Chaboud, Alain P. & Chiquoine, Benjamin & Hjalmarsson, Erik & Loretan, Mico, 2010. "Frequency of observation and the estimation of integrated volatility in deep and liquid financial markets," Journal of Empirical Finance, Elsevier, vol. 17(2), pages 212-240, March.
    5. Akram, Q. Farooq & Rime, Dagfinn & Sarno, Lucio, 2008. "Arbitrage in the foreign exchange market: Turning on the microscope," Journal of International Economics, Elsevier, vol. 76(2), pages 237-253, December.
    6. Goodhart, Charles A. E. & Payne, Richard G., 1996. "Microstructural dynamics in a foreign exchange electronic broking system," Journal of International Money and Finance, Elsevier, vol. 15(6), pages 829-852, December.
    7. Hashimoto, Yuko & Ito, Takatoshi, 2010. "Effects of Japanese macroeconomic statistic announcements on the dollar/yen exchange rate: High-resolution picture," Journal of the Japanese and International Economies, Elsevier, vol. 24(3), pages 334-354, September.
    8. 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, vol. 75(1), pages 93-109, May.
    9. Takatoshi Ito & Yuko Hashimoto, 2006. "Intra-day Seasonality in Activities of the Foreign Exchange Markets: Evidence from the Electronic Broking System (Subsequently published in "Journal of the Japanese and International Economies&qu," CARF F-Series CARF-F-064, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
    10. Takatoshi Ito & Yuko Hashimoto, 2008. "Price Impacts of Deals and Predictability of the Exchange Rate Movements," NBER Chapters, in: International Financial Issues in the Pacific Rim: Global Imbalances, Financial Liberalization, and Exchange Rate Policy, pages 177-217, National Bureau of Economic Research, Inc.
    11. Alain P. Chaboud & Benjamin Chiquoine & Erik Hjalmarsson & Clara Vega, 2014. "Rise of the Machines: Algorithmic Trading in the Foreign Exchange Market," Journal of Finance, American Finance Association, vol. 69(5), pages 2045-2084, October.
    12. Ito, Takatoshi & Rose, Andrew K. (ed.), 2008. "International Financial Issues in the Pacific Rim," National Bureau of Economic Research Books, University of Chicago Press, number 9780226386829, December.
    13. Charles Goodhart & Takatoshi Ito & Richard Payne, 1996. "One Day in June 1993: A Study of the Working of the Reuters 2000-2 Electronic Foreign Exchange Trading System," NBER Chapters, in: The Microstructure of Foreign Exchange Markets, pages 107-182, National Bureau of Economic Research, Inc.
    14. Alain P. Chaboud & Sergey V. Chernenko & Jonathan H. Wright, 2008. "Trading Activity and Macroeconomic Announcements in High-Frequency Exchange Rate Data," Journal of the European Economic Association, MIT Press, vol. 6(2-3), pages 589-596, 04-05.
    15. Aiba, Yukihiro & Hatano, Naomichi, 2004. "Triangular arbitrage in the foreign exchange market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 344(1), pages 174-177.
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    More about this item

    JEL classification:

    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage

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