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Market Efficiency in Brazil: some evidence from high-frequency data

Author

Listed:
  • Alexandre de Carvalho
  • Alberto Sanyuan Suen
  • Felippe Gallo

Abstract

In this paper we used intraday data to assess market efficiency in Brazil. We used a database of prices and the number of shares traded of liquid stocks listed in Brazil’s stock exchange, BM&FBOVESPA, and disclosures of material facts legally imposed by the Comissão de Valores Mobiliários (CVM), the Brazilian authority for the regulation of security markets. Our findings indicate material facts reported by firms indeed reveal unexpected information to investors. The speed of price response to new information and the observed magnitudes of cumulative returns indicate market participants can benefit from profit opportunities in the minutes close to the release of material facts. Our findings suggest stock prices take up to fifty minutes to incorporate the new information.

Suggested Citation

  • Alexandre de Carvalho & Alberto Sanyuan Suen & Felippe Gallo, 2016. "Market Efficiency in Brazil: some evidence from high-frequency data," Working Papers Series 431, Central Bank of Brazil, Research Department.
  • Handle: RePEc:bcb:wpaper:431
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    File URL: https://www.bcb.gov.br/content/publicacoes/WorkingPaperSeries/wps431.pdf
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    References listed on IDEAS

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    1. Womack, Kent L, 1996. "Do Brokerage Analysts' Recommendations Have Investment Value?," Journal of Finance, American Finance Association, vol. 51(1), pages 137-167, March.
    2. Michael Hertzel & Michael Lemmon & James S. Linck & Lynn Rees, 2002. "Long‐Run Performance following Private Placements of Equity," Journal of Finance, American Finance Association, vol. 57(6), pages 2595-2617, December.
    3. Atkins, Allen B. & Dyl, Edward A., 1990. "Price Reversals, Bid-Ask Spreads, and Market Efficiency," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 25(4), pages 535-547, December.
    4. Drienko, Jozef & Sault, Stephen J., 2013. "The intraday impact of company responses to exchange queries," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 4810-4819.
    5. Refet S Gürkaynak & Brian Sack & Eric Swanson, 2005. "Do Actions Speak Louder Than Words? The Response of Asset Prices to Monetary Policy Actions and Statements," International Journal of Central Banking, International Journal of Central Banking, vol. 1(1), May.
    6. Eric T. Swanson, 2011. "Let's Twist Again: A High-Frequency Event-study Analysis of Operation Twist and Its Implications for QE2," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(1 (Spring), pages 151-207.
    7. Krishnan, R. & Mishra, Vinod, 2013. "Intraday liquidity patterns in Indian stock market," Journal of Asian Economics, Elsevier, vol. 28(C), pages 99-114.
    8. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    9. Faust, Jon & Rogers, John H. & Wang, Shing-Yi B. & Wright, Jonathan H., 2007. "The high-frequency response of exchange rates and interest rates to macroeconomic announcements," Journal of Monetary Economics, Elsevier, vol. 54(4), pages 1051-1068, May.
    10. McInish, Thomas H & Wood, Robert A, 1992. "An Analysis of Intraday Patterns in Bid/Ask Spreads for NYSE Stocks," Journal of Finance, American Finance Association, vol. 47(2), pages 753-764, June.
    11. Kevin B. Hendricks & Vinod R. Singhal, 2001. "The Long-Run Stock Price Performance of Firms with Effective TQM Programs," Management Science, INFORMS, vol. 47(3), pages 359-368, March.
    12. Kim, Sok Tae & Lin, Ji-Chai & Slovin, Myron B., 1997. "Market Structure, Informed Trading, and Analysts' Recommendations," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 32(4), pages 507-524, December.
    13. Flávia Cruz de Souza Murcia & Fernando Dal-Ri Murcia & José Alonso Borba, 2013. "The Informational Content of Credit Ratings in Brazil: An Event Study," Brazilian Review of Finance, Brazilian Society of Finance, vol. 11(4), pages 503-526.
    14. Busse, Jeffrey A. & Clifton Green, T., 2002. "Market efficiency in real time," Journal of Financial Economics, Elsevier, vol. 65(3), pages 415-437, September.
    15. Nikolaus Hautsch, 2012. "Econometrics of Financial High-Frequency Data," Springer Books, Springer, number 978-3-642-21925-2, December.
    16. Fama, Eugene F, et al, 1969. "The Adjustment of Stock Prices to New Information," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 10(1), pages 1-21, February.
    17. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
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