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Price Discovery in Brazilian FX Markets

Author

Listed:
  • Marcio Garcia

    (Department of Economics PUC-Rio)

  • Marcelo Medeiros

    (Department of Economics PUC-Rio)

  • Francisco Santos

    (Department of Economics PUC-Rio)

Abstract

Brazilian Foreign Exchange (FX) markets have a unique structure: most trades are conducted in the derivatives (futures) market. We study price discovery in the FX markets in Brazil and indicate which market (spot or futures) adjusts more quickly to the arrival of new information. We find that futures market dominates price discovery since it responds for 66.2% of the variation in the fundamental price shock and for 97.4% of the fundamental price composition. In a dynamic perspective, the futures market is also more efficient since, when markets are subjected to a shock in the fundamental price, it is faster to recover to equilibrium. By computing price discovery according to calendar semesters, we find evidence of the correlation between price discovery metrics and market factors, such as spot market supply-demand disequilibrium, central bank interventions and institutional investors’ pressure.

Suggested Citation

  • Marcio Garcia & Marcelo Medeiros & Francisco Santos, 2014. "Price Discovery in Brazilian FX Markets," Textos para discussão 622, Department of Economics PUC-Rio (Brazil).
  • Handle: RePEc:rio:texdis:622
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    1. Juan J. Echavarría & Luis F. Melo-Velandia & Mauricio Villamizar-Villegas, 2018. "The impact of pre-announced day-to-day interventions on the Colombian exchange rate," Empirical Economics, Springer, vol. 55(3), pages 1319-1336, November.
    2. Wu, Thomas, 2006. "Order Flow in the South: Anatomy of the Brazilian FX Market," Santa Cruz Center for International Economics, Working Paper Series qt1k2250wj, Center for International Economics, UC Santa Cruz.
    3. Chen, Yu-Lun & Gau, Yin-Feng, 2010. "News announcements and price discovery in foreign exchange spot and futures markets," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1628-1636, July.
    4. Grammig, Joachim & Melvin, Michael & Schlag, Christian, 2005. "Internationally cross-listed stock prices during overlapping trading hours: price discovery and exchange rate effects," Journal of Empirical Finance, Elsevier, vol. 12(1), pages 139-164, January.
    5. Anusha Chari, 2007. "Heterogeneous Market-Making in Foreign Exchange Markets: Evidence from Individual Bank Responses to Central Bank Interventions," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(5), pages 1131-1162, August.
    6. Marcelo Fernandes & Cristina M. Scherrer, 2018. "Price discovery in dual‐class shares across multiple markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 38(1), pages 129-155, January.
    7. de Jong, Frank, 2002. "Measures of contributions to price discovery: a comparison," Journal of Financial Markets, Elsevier, vol. 5(3), pages 323-327, July.
    8. Chamon, Marcos & Garcia, Márcio, 2016. "Capital controls in Brazil: Effective?," Journal of International Money and Finance, Elsevier, vol. 61(C), pages 163-187.
    9. Caporale, Guglielmo Maria & Girardi, Alessandro, 2013. "Price discovery and trade fragmentation in a multi-market environment: Evidence from the MTS system," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 227-240.
    10. Juan Cabrera & Tao Wang & Jian Yang, 2009. "Do futures lead price discovery in electronic foreign exchange markets?," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 29(2), pages 137-156, February.
    11. Grammig, Joachim & Schiereck, Dirk & Theissen, Erik, 2001. "Knowing me, knowing you: : Trader anonymity and informed trading in parallel markets," Journal of Financial Markets, Elsevier, vol. 4(4), pages 385-412, October.
    12. deB. Harris, Frederick H. & McInish, Thomas H. & Wood, Robert A., 2002. "Security price adjustment across exchanges: an investigation of common factor components for Dow stocks," Journal of Financial Markets, Elsevier, vol. 5(3), pages 277-308, July.
    13. G. Geoffrey Booth & Raymond W. So & Yiuman Tse, 1999. "Price discovery in the German equity index derivatives markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 19(6), pages 619-643, September.
    14. Bingcheng Yan & Eric Zivot, 2007. "The Dynamics of Price Discovery," Working Papers UWEC-2005-01-R, University of Washington, Department of Economics, revised Mar 2007.
    15. Schultz, Emma & Swieringa, John, 2013. "Price discovery in European natural gas markets," Energy Policy, Elsevier, vol. 61(C), pages 628-634.
    16. Beveridge, Stephen & Nelson, Charles R., 1981. "A new approach to decomposition of economic time series into permanent and transitory components with particular attention to measurement of the `business cycle'," Journal of Monetary Economics, Elsevier, vol. 7(2), pages 151-174.
    17. Emanuel Kohlscheen & Sandro C. Andrade, 2013. "Official Interventions through Derivatives: affecting the demand for foreign exchange," Working Papers Series 317, Central Bank of Brazil, Research Department.
    18. Putniņš, Tālis J., 2013. "What do price discovery metrics really measure?," Journal of Empirical Finance, Elsevier, vol. 23(C), pages 68-83.
    19. Gonzalo, Jesus & Granger, Clive W J, 1995. "Estimation of Common Long-Memory Components in Cointegrated Systems," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(1), pages 27-35, January.
    20. Hasbrouck, Joel & Saar, Gideon, 2013. "Low-latency trading," Journal of Financial Markets, Elsevier, vol. 16(4), pages 646-679.
    21. Yan, Bingcheng & Zivot, Eric, 2010. "A structural analysis of price discovery measures," Journal of Financial Markets, Elsevier, vol. 13(1), pages 1-19, February.
    22. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    23. Donald Lien & Keshab Shrestha, 2009. "A new information share measure," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 29(4), pages 377-395, April.
    24. Erick Lahura & Marco Vega, 2013. "Asymmetric effects of FOREX intervention using intraday data: evidence from Peru," BIS Working Papers 430, Bank for International Settlements.
    25. Oleg Korenok & Bruce Mizrach & Stanislav Radchenko, 2011. "A Structural Approach To Information Shares," Departmental Working Papers 201130, Rutgers University, Department of Economics.
    26. Gonzalo, Jesus & Ng, Serena, 2001. "A systematic framework for analyzing the dynamic effects of permanent and transitory shocks," Journal of Economic Dynamics and Control, Elsevier, vol. 25(10), pages 1527-1546, October.
    27. repec:uts:ppaper:2013:2 is not listed on IDEAS
    28. Muravyev, Dmitriy & Pearson, Neil D. & Paul Broussard, John, 2013. "Is there price discovery in equity options?," Journal of Financial Economics, Elsevier, vol. 107(2), pages 259-283.
    29. Wu, Thomas, 2012. "Order flow in the South: Anatomy of the Brazilian FX market," The North American Journal of Economics and Finance, Elsevier, vol. 23(3), pages 310-324.
    30. Jonathan Brogaard & Terrence Hendershott & Ryan Riordan, 2014. "High-Frequency Trading and Price Discovery," The Review of Financial Studies, Society for Financial Studies, vol. 27(8), pages 2267-2306.
    31. Joel Hasbrouck, 2003. "Intraday Price Formation in U.S. Equity Index Markets," Journal of Finance, American Finance Association, vol. 58(6), pages 2375-2400, December.
    32. Hasbrouck, Joel, 1995. "One Security, Many Markets: Determining the Contributions to Price Discovery," Journal of Finance, American Finance Association, vol. 50(4), pages 1175-1199, September.
    33. Lehmann, Bruce N., 2002. "Some desiderata for the measurement of price discovery across markets," Journal of Financial Markets, Elsevier, vol. 5(3), pages 259-276, July.
    34. Grammig, Joachim G. & Peter, Franziska J., 2010. "Tell-tale tails: A data driven approach to estimate unique market information shares," CFR Working Papers 10-06, University of Cologne, Centre for Financial Research (CFR).
    35. Hasbrouck, Joel, 2002. "Stalking the "efficient price" in market microstructure specifications: an overview," Journal of Financial Markets, Elsevier, vol. 5(3), pages 329-339, July.
    36. Baillie, Richard T. & Geoffrey Booth, G. & Tse, Yiuman & Zabotina, Tatyana, 2002. "Price discovery and common factor models," Journal of Financial Markets, Elsevier, vol. 5(3), pages 309-321, July.
    37. David Easley & Maureen O'Hara & P.S. Srinivas, 1998. "Option Volume and Stock Prices: Evidence on Where Informed Traders Trade," Journal of Finance, American Finance Association, vol. 53(2), pages 431-465, April.
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    Cited by:

    1. Polo, Andrea & Gonzalez, Rodrigo & Khametshin, Dmitry & Peydró, José-Luis, 2018. "Hedger of Last Resort: Evidence from Brazilian FX Interventions, Local Credit and Global Financial Cycles," CEPR Discussion Papers 12817, C.E.P.R. Discussion Papers.
    2. Marcio Garcia & Tony Volpon, 2014. "DNDFs:a more efficient way to intervene in FX markets?," Textos para discussão 621, Department of Economics PUC-Rio (Brazil).
    3. Sandri, Damiano, 2023. "FX intervention to stabilize or manipulate the exchange rate? Inference from profitability," Journal of International Money and Finance, Elsevier, vol. 131(C).
    4. International Monetary Fund, 2015. "Brazil: Selected Issues Paper," IMF Staff Country Reports 2015/122, International Monetary Fund.
    5. Chamon, Marcos & Garcia, Márcio, 2016. "Capital controls in Brazil: Effective?," Journal of International Money and Finance, Elsevier, vol. 61(C), pages 163-187.
    6. Luna Santos, Francisco, 2021. "Comparing the impact of discretionary and pre-announced central bank interventions," Journal of International Money and Finance, Elsevier, vol. 110(C).
    7. Sanjay Sehgal & Mala Dutt, 2018. "Domestic and International Information Linkages for the US Dollar/Indian Rupee Contracts: An Empirical Study," Management and Labour Studies, XLRI Jamshedpur, School of Business Management & Human Resources, vol. 43(4), pages 205-233, November.
    8. Kohlscheen, Emanuel & Andrade, Sandro C., 2014. "Official FX interventions through derivatives," Journal of International Money and Finance, Elsevier, vol. 47(C), pages 202-216.
    9. Milan Nedeljkovic & Christian Saborowski, 2019. "The Relative Effectiveness of Spot and Derivatives‐Based Intervention," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(6), pages 1455-1490, September.

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