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The Imbalance-Based Trading Strategies on Taiwan Exchange Rate Market

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  • Pei-wen Chen
  • Han-Ching Huang
  • Yung-chern Su

Abstract

The paper examines short-run exchange rate dynamics in a small open economy, Taiwan, based on the microstructure framework of foreign exchange markets. This study develops a contrarian imbalance-based trading strategy given the negative interaction between lagged order imbalances and current returns. We find that imbalance-based strategy with large order imbalance consistently outperforms the benchmark, and an asymmetry trading performance in the currency appreciations versus depreciations period. These results could interpret as reflecting the official intervention behavior. Furthermore, the performance of our daily strategies could dominate that of the intraday strategies. A nested causality approach, which examines the dynamic return-order imbalance relationship during the price-formation process, confirms the results. JEL classification numbers: G12; G14; G15

Suggested Citation

  • Pei-wen Chen & Han-Ching Huang & Yung-chern Su, 2019. "The Imbalance-Based Trading Strategies on Taiwan Exchange Rate Market," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 9(4), pages 1-8.
  • Handle: RePEc:spt:apfiba:v:9:y:2019:i:4:f:9_4_8
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    References listed on IDEAS

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    1. King, Michael & Sarno, Lucio & Sojli, Elvira, 2010. "Timing exchange rates using order flow: The case of the Loonie," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 2917-2928, December.
    2. Brennan, Michael J. & Subrahmanyam, Avanidhar, 1996. "Market microstructure and asset pricing: On the compensation for illiquidity in stock returns," Journal of Financial Economics, Elsevier, vol. 41(3), pages 441-464, July.
    3. Marsh, Ian W., 2011. "Order flow and central bank intervention: An empirical analysis of recent Bank of Japan actions in the foreign exchange market," Journal of International Money and Finance, Elsevier, vol. 30(2), pages 377-392, March.
    4. 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..
    5. Della Corte, Pasquale & Ramadorai, Tarun & Sarno, Lucio, 2016. "Volatility risk premia and exchange rate predictability," Journal of Financial Economics, Elsevier, vol. 120(1), pages 21-40.
    6. Fabozzi, Frank J & Francis, Jack Clark, 1977. "Stability Tests for Alphas and Betas over Bull and Bear Market Conditions," Journal of Finance, American Finance Association, vol. 32(4), pages 1093-1099, September.
    7. Chen, Chung & Wu, Chunchi, 1999. "The dynamics of dividends, earnings and prices: evidence and implications for dividend smoothing and signaling," Journal of Empirical Finance, Elsevier, vol. 6(1), pages 29-58, January.
    8. Chordia, Tarun & Subrahmanyam, Avanidhar, 2004. "Order imbalance and individual stock returns: Theory and evidence," Journal of Financial Economics, Elsevier, vol. 72(3), pages 485-518, June.
    9. 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..
    10. Beine, Michel & Laurent, Sébastien & Palm, Franz C., 2009. "Central bank FOREX interventions assessed using realized moments," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(1), pages 112-127, February.
    11. 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.
    12. Lee, Charles M C & Ready, Mark J, 1991. "Inferring Trade Direction from Intraday Data," Journal of Finance, American Finance Association, vol. 46(2), pages 733-746, June.
    13. Torben G. Andersen & Tim Bollerslev & Francis X. Diebold & Clara Vega, 2003. "Micro Effects of Macro Announcements: Real-Time Price Discovery in Foreign Exchange," American Economic Review, American Economic Association, vol. 93(1), pages 38-62, March.
    14. Ms. Carolina Osorio-Buitron & Ms. Filiz D Unsal & Ms. Runchana Pongsaparn, 2011. "A Quantitative Assessment of Financial Conditions in Asia," IMF Working Papers 2011/170, International Monetary Fund.
    15. Breedon, Francis & Vitale, Paolo, 2010. "An empirical study of portfolio-balance and information effects of order flow on exchange rates," Journal of International Money and Finance, Elsevier, vol. 29(3), pages 504-524, April.
    16. Hua, Mingshu & Gau, Yin-Feng, 2006. "Determinants of periodic volatility of intraday exchange rates in the Taipei FX Market," Pacific-Basin Finance Journal, Elsevier, vol. 14(2), pages 193-208, April.
    17. G. Geoffrey Booth & Ji-Chai Lin & Teppo Martikainen & Yiuman Tse, 2002. "Trading and Pricing in Upstairs and Downstairs Stock Markets," The Review of Financial Studies, Society for Financial Studies, vol. 15(4), pages 1111-1135.
    18. Neely, C. J. & Weller, P. A., 2003. "Intraday technical trading in the foreign exchange market," Journal of International Money and Finance, Elsevier, vol. 22(2), pages 223-237, April.
    19. Dagfinn Rime & Hans Jørgen Tranvåg, 2012. "Flows Of The Pacific: Asian Foreign Exchange Markets Through Tranquility And Turbulence," Pacific Economic Review, Wiley Blackwell, vol. 17(3), pages 434-466, August.
    20. Tarun Chordia & Sahn-Wook Huh & Avanidhar Subrahmanyam, 2009. "Theory-Based Illiquidity and Asset Pricing," The Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3629-3668, September.
    21. Gau, Yin-Feng & Hua, Mingshu, 2007. "Intraday exchange rate volatility: ARCH, news and seasonality effects," The Quarterly Review of Economics and Finance, Elsevier, vol. 47(1), pages 135-158, March.
    22. 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, vol. 29(C), pages 239-260.
    23. Mr. Jorge I Canales Kriljenko, 2003. "Foreign Exchange Intervention in Developing and Transition Economies: Results of a Survey," IMF Working Papers 2003/095, International Monetary Fund.
    24. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    25. 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.
    26. Hirshleifer, David & Subrahmanyam, Avanidhar & Titman, Sheridan, 1994. "Security Analysis and Trading Patterns When Some Investors Receive Information before Others," Journal of Finance, American Finance Association, vol. 49(5), pages 1665-1698, December.
    27. Bollerslev, Tim & Domowitz, Ian, 1993. "Trading Patterns and Prices in the Interbank Foreign Exchange Market," Journal of Finance, American Finance Association, vol. 48(4), pages 1421-1443, September.
    28. Kwabena Duffuor & Ian W. Marsh & Kate Phylaktis, 2012. "Order Flow And Exchange Rate Dynamics: An Application To Emerging Markets," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 17(3), pages 290-304, July.
    29. Chang, Yuanchen & Taylor, Stephen J., 1998. "Intraday effects of foreign exchange intervention by the Bank of Japan1," Journal of International Money and Finance, Elsevier, vol. 17(1), pages 191-210, February.
    30. Andrew K. Rose, 2011. "Exchange Rate Regimes in the Modern Era : Fixed, Floating, and Flaky," Journal of Economic Literature, American Economic Association, vol. 49(3), pages 652-672, September.
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    Keywords

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    JEL classification:

    • 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

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