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Cheap versus Expensive Trades: Assessing the Determinants of Market Impact Costs

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Author Info

  • Jacob A. Bikker
  • Laura Spierdijk
  • Pieter Jelle van der Sluis

Abstract

This paper assesses the determinants of market impact costs of institutional equity trades, using unique data from the world's second largest pension fund. We allow the impact of trade characteristics and market conditions on trading costs to depend on the level of trading costs itself and establish significant differences in the responses of cheaper and more expensive trades. We explain the distinct responses from differences in information content and demand for liquidity between trades with high and low trading costs. Finally, to illustrate the practical relevance of the approach, we use our method to forecast future trading costs.

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File URL: http://www.dnb.nl/binaries/Working%20Paper%2069_tcm46-146726.pdf
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Bibliographic Info

Paper provided by Netherlands Central Bank, Research Department in its series DNB Working Papers with number 069.

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Date of creation: Dec 2005
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Handle: RePEc:dnb:dnbwpp:069

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Keywords: market impact costs; quantile regression; forecasting market impact costs;

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References

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  1. Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521845731, November.
  2. Easley, David & O'Hara, Maureen, 1987. "Price, trade size, and information in securities markets," Journal of Financial Economics, Elsevier, vol. 19(1), pages 69-90, September.
  3. Jacob A. Bikker & Laura Spierdijk & Pieter Jelle van der Sluis, 2004. "Market Impact Costs of Institutional Equity Trades," DNB Working Papers 001, Netherlands Central Bank, Research Department.
  4. Kraus, Alan & Stoll, Hans R, 1972. "Price Impacts of Block Trading on the New York Stock Exchange," Journal of Finance, American Finance Association, vol. 27(3), pages 569-88, June.
  5. Donald B. Keim & Ananth Madhavan, . "The Cost of Institutional Equity Trades," Rodney L. White Center for Financial Research Working Papers 8-98, Wharton School Rodney L. White Center for Financial Research.
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  7. repec:fth:pennfi:68 is not listed on IDEAS
  8. Chan, Louis K C & Lakonishok, Josef, 1997. " Institutional Equity Trading Costs: NYSE versus Nasdaq," Journal of Finance, American Finance Association, vol. 52(2), pages 713-35, June.
  9. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
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  17. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
  18. Christoffersen, Peter F, 1998. "Evaluating Interval Forecasts," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 841-62, November.
  19. Brian F. Smith, 2001. "Upstairs Market for Principal and Agency Trades: Analysis of Adverse Information and Price Effects," Journal of Finance, American Finance Association, vol. 56(5), pages 1723-1746, October.
  20. Powell, James L., 1984. "Least absolute deviations estimation for the censored regression model," Journal of Econometrics, Elsevier, vol. 25(3), pages 303-325, July.
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  22. Keim, Donald B. & Madhavan, Ananth, 1997. "Transactions costs and investment style: an inter-exchange analysis of institutional equity trades," Journal of Financial Economics, Elsevier, vol. 46(3), pages 265-292, December.
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