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Incorporating risk into the analysis of production

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  • Joseph Hughes

Abstract

This paper evaluates alternative strategies for incorporating risk into the analysis of production and argues that accounting for the effects on production of financial structure and endogenous risk, motivated by the objective of value maximization, is essential to recovering firms' technologies, measuring their efficiencies, and detecting such risk-related phenomena as the effects of better diversification on scale economies and the agency costs of different mixes of debt and equity. This paper also demonstrates how the Most Preferred Production System of Hughes et al. [1996] incorporates endogenous risk and the firm's financial structure and, in doing so, is able to control for differences in risk among banks in measuring their profit efficiency and to uncover scale economies in U.S. commercial banking that elude studies based on standard cost and profit functions. Copyright International Atlantic Economic Society 1999

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  • Joseph Hughes, 1999. "Incorporating risk into the analysis of production," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 27(1), pages 1-23, March.
    • Handle: RePEc:kap:atlecj:v:27:y:1999:i:1:p:1-23
    DOI: 10.1007/BF02299174
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    1. Loretta J. Mester & Leonard I. Nakamura & Micheline Renault, 1998. "Checking accounts and bank monitoring," Working Papers 98-25, Federal Reserve Bank of Philadelphia.
    2. Keeley, Michael C, 1990. "Deposit Insurance, Risk, and Market Power in Banking," American Economic Review, American Economic Association, vol. 80(5), pages 1183-1200, December.
    3. Berger, Allen N. & Mester, Loretta J., 1997. "Inside the black box: What explains differences in the efficiencies of financial institutions?," Journal of Banking & Finance, Elsevier, vol. 21(7), pages 895-947, July.
    4. Joseph P. Hughes & Loretta J. Mester, 1998. "Bank Capitalization And Cost: Evidence Of Scale Economies In Risk Management And Signaling," The Review of Economics and Statistics, MIT Press, vol. 80(2), pages 314-325, May.
    5. 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.
    6. Bhattacharya Sudipto & Thakor Anjan V., 1993. "Contemporary Banking Theory," Journal of Financial Intermediation, Elsevier, vol. 3(1), pages 2-50, October.
    7. Joseph P. Hughes & William W. Lang & Loretta J. Mester & Choon-Geol Moon, 1996. "Efficient banking under interstate branching," Proceedings, Board of Governors of the Federal Reserve System (U.S.), pages 1045-1075.
    8. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    9. McAllister, Patrick H. & McManus, Douglas, 1993. "Resolving the scale efficiency puzzle in banking," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 389-405, April.
    10. Clark, Jeffrey A, 1996. "Economic Cost, Scale Efficiency, and Competitive Viability in Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(3), pages 342-364, August.
    11. Tufano, Peter, 1996. "Who Manages Risk? An Empirical Examination of Risk Management Practices in the Gold Mining Industry," Journal of Finance, American Finance Association, vol. 51(4), pages 1097-1137, September.
    12. Evanoff, Douglas D & Israilevich, Philip R & Merris, Randall C, 1990. "Relative Price Efficiency, Technical Change, and Scale Economies for Large Commercial Banks," Journal of Regulatory Economics, Springer, vol. 2(3), pages 281-298, September.
    13. 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.
    14. Smith, Clifford W. & Stulz, René M., 1985. "The Determinants of Firms' Hedging Policies," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 20(4), pages 391-405, December.
    15. Diewert, W.E., 1993. "Duality approaches to microeconomic theory," Handbook of Mathematical Economics, in: K. J. Arrow & M.D. Intriligator (ed.), Handbook of Mathematical Economics, edition 4, volume 2, chapter 12, pages 535-599, Elsevier.
    16. Braeutigam, Ronald R. & Daughety, Andrew F., 1983. "On the estimation of returns to scale using variable cost functions," Economics Letters, Elsevier, vol. 11(1-2), pages 25-31.
    17. Berger, Allen N. & Hunter, William C. & Timme, Stephen G., 1993. "The efficiency of financial institutions: A review and preview of research past, present and future," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 221-249, April.
    18. Douglas D. Evanoff, 1998. "Assessing the impact of regulation on bank cost efficiency," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 22(Q II), pages 21-32.
    19. Hughes, Joseph P., 1999. "Measuring efficiency when competitive prices aggregate differences in product quality and risk," Research in Economics, Elsevier, vol. 53(1), pages 47-76, March.
    20. Deaton, Angus S & Muellbauer, John, 1980. "An Almost Ideal Demand System," American Economic Review, American Economic Association, vol. 70(3), pages 312-326, June.
    21. Hancock, Diana, 1986. "A model of the financial firm with imperfect asset and deposit elasticities," Journal of Banking & Finance, Elsevier, vol. 10(1), pages 37-54, March.
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