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Translog Cost Function Estimation: Banking Efficiency

Listed author(s):
  • Daglish, Toby
  • Robertson, Oliver
  • Tripe, David
  • Weill, Laurent

This paper examines the selection of data source and econometric technique for studies of banking efficiency using translog cost functions. We examine the use of Seemingly Unrelated Regression estimation for a cost function, as against estimation using Ordinary Least Squares. Choice of cost data to feed to the estimation is also important, and we find that use of wage and interest data may sometimes be superior to cost data inferred from bank accounting information. Lastly, we discuss filtering of data, where some observations may contain erroneous or noisy data.

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File URL: http://researcharchive.vuw.ac.nz/handle/10063/4180
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Paper provided by Victoria University of Wellington, The New Zealand Institute for the Study of Competition and Regulation in its series Working Paper Series with number 4180.

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Date of creation: 2015
Handle: RePEc:vuw:vuwcsr:4180
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  3. Weill, Laurent, 2013. "Bank competition in the EU: How has it evolved?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 100-112.
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  6. Carbó, Santiago & Humphrey, David & Maudos, Joaquín & Molyneux, Philip, 2009. "Cross-country comparisons of competition and pricing power in European banking," Journal of International Money and Finance, Elsevier, vol. 28(1), pages 115-134, February.
  7. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 2008. "The Measurement of Productive Efficiency and Productivity Growth," OUP Catalogue, Oxford University Press, number 9780195183528.
  8. Michael Koetter, 2006. "Measurement Matters—Alternative Input Price Proxies for Bank Efficiency Analyses," Journal of Financial Services Research, Springer;Western Finance Association, vol. 30(2), pages 199-227, October.
  9. Henningsen, Arne & Kumbhakar, Subal C. & Lien, Gudbrand D., 2009. "Econometric Analysis of the Effects of Subsidies on Farm Production in Case of Endogenous Input Quantities," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49728, Agricultural and Applied Economics Association.
  10. Juan Fernández De Guevara & Joaquín Maudos, 2007. "Explanatory Factors Of Market Power In The Banking System," Manchester School, University of Manchester, vol. 75(3), pages 275-296, 06.
  11. Lang, Gunter & Welzel, Peter, 1996. "Efficiency and technical progress in banking Empirical results for a panel of German cooperative banks," Journal of Banking & Finance, Elsevier, vol. 20(6), pages 1003-1023, July.
  12. Gilligan, Thomas & Smirlock, Michael & Marshall, William, 1984. "Scale and scope economies in the multi-product banking firm," Journal of Monetary Economics, Elsevier, vol. 13(3), pages 393-405, May.
  13. Mountain, Dean C. & Thomas, Hugh, 1999. "Factor price misspecification in bank cost function estimation," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 9(2), pages 163-182, April.
  14. Clark, Jeffrey A & Siems, Thomas F, 2002. "X-Efficiency in Banking: Looking beyond the Balance Sheet," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(4), pages 987-1013, November.
  15. Fries, Steven & Taci, Anita, 2005. "Cost efficiency of banks in transition: Evidence from 289 banks in 15 post-communist countries," Journal of Banking & Finance, Elsevier, vol. 29(1), pages 55-81, January.
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