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Handling losses in translog profit models

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  • J.W.B. Bos
  • M. Koetter

Abstract

In this paper, we compare standard approaches used to handle losses in logarithmic stochastic profit frontier models with a simple novel approach. We discuss discriminatory power, rank stability and precision of profit efficiency scores. Our new method enhances rank stability and discriminatory power, and improves the precision of profit efficiency scores.

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File URL: http://dspace.library.uu.nl/bitstream/handle/1874/31458/07-17.pdf
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Bibliographic Info

Paper provided by Utrecht School of Economics in its series Working Papers with number 07-17.

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Length: 10 pages
Date of creation: 2007
Date of revision:
Handle: RePEc:use:tkiwps:0717

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Keywords: Profit Efficiency; Stochastic Frontier Analysis; Truncation; Censoring;

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References

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  1. Allen N. Berger & Loretta J. Mester, 1997. "Inside the black box: what explains differences in the efficiencies of financial institutions?," Working Papers 97-1, Federal Reserve Bank of Philadelphia.
  2. Paul W. Bauer & Allen N. Berger & Gary D. Ferrier & David B. Humphrey, 1997. "Consistency conditions for regulatory analysis of financial institutions: a comparison of frontier efficiency methods," Finance and Economics Discussion Series 1997-50, Board of Governors of the Federal Reserve System (U.S.).
  3. Francisco Pérez García & Javier Quesada Ibañez & Joaquín Maudos Villarroya & José Manuel Pastor Monsálvez, 1999. "- Cost And Profit Efficiency In European Banks," Working Papers. Serie EC 1999-12, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  4. Michael Koetter, 2006. "Measurement Matters—Alternative Input Price Proxies for Bank Efficiency Analyses," Journal of Financial Services Research, Springer, vol. 30(2), pages 199-227, October.
  5. Vander Vennet, Rudi, 2002. "Cost and Profit Efficiency of Financial Conglomerates and Universal Banks in Europe," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(1), pages 254-82, February.
  6. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
  7. Rolf Fare & Shawna Grosskopf & William Weber, 2004. "The effect of risk-based capital requirements on profit efficiency in banking," Applied Economics, Taylor & Francis Journals, vol. 36(15), pages 1731-1743.
  8. Humphrey, David B & Pulley, Lawrence B, 1997. "Banks' Responses to Deregulation: Profits, Technology, and Efficiency," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 73-93, February.
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Citations

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Cited by:
  1. Gaganis, Chrysovalantis & Pasiouras, Fotios, 2013. "Financial supervision regimes and bank efficiency: International evidence," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5463-5475.
  2. Williams, Jonathan, 2012. "Efficiency and market power in Latin American banking," Journal of Financial Stability, Elsevier, vol. 8(4), pages 263-276.
  3. Benjamin M. Tabak & Dimas M. Fazio & Daniel O. Cajueiro, 2011. "Profit, Cost and Scale Efficiency for Latin American Banks: Concentration-Performance Relationship," Working Papers Series 244, Central Bank of Brazil, Research Department.
  4. Hasan, Iftekhar & Koetter , Michael & Wedow, Michael, 2009. "Regional growth and finance in Europe: Is there a quality effect of bank efficiency?," Research Discussion Papers 13/2009, Bank of Finland.
  5. Park, Kang H., 2009. "Has bank consolidation in Korea lessened competition?," The Quarterly Review of Economics and Finance, Elsevier, vol. 49(2), pages 651-667, May.
  6. Michael Koetter, 2008. "An Assessment of Bank Merger Success in Germany," German Economic Review, Verein für Socialpolitik, vol. 9, pages 232-264, 05.
  7. Tabak, Benjamin M. & Fazio, Dimas M. & Cajueiro, Daniel O., 2012. "The relationship between banking market competition and risk-taking: Do size and capitalization matter?," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3366-3381.
  8. Bos, J.W.B. & Koetter, M. & Kolari, J.W. & Kool, C.J.M., 2009. "Effects of heterogeneity on bank efficiency scores," European Journal of Operational Research, Elsevier, vol. 195(1), pages 251-261, May.
  9. J.W.B. Bos & P.C. van Santen & P. Schilp, 2009. "Reallocating profits in restructuring industries: evidence from European and US banking," Working Papers 09-12, Utrecht School of Economics.

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