The Role of Non-financial Factors in Internal Credit Ratings
AbstractInternal credit ratings are expected to gain in importance because of their potential use for determining regulatory capital adequacy and banks’ increasing focus on the risk-return profile in commercial lending. Therefore, the components of internal credit ratings merit not only a qualitative but also a quantitative analysis. Whereas the eligibility of financial factors as inputs for credit ratings is widely accepted, the role of non-financial factors remains ambiguous. Analysing credit file data from four major German banks we find evidence that the combined use of financial and non-financial factors leads to a more accurate prediction of current and future default events than the single use of each of these factors respectively.
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Bibliographic InfoPaper provided by C.E.P.R. Discussion Papers in its series CEPR Discussion Papers with number 3415.
Date of creation: Jun 2002
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- G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
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- Treacy, William F. & Carey, Mark, 2000. "Credit risk rating systems at large US banks," Journal of Banking & Finance, Elsevier, vol. 24(1-2), pages 167-201, January.
- Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005.
"Does function follow organizational form? Evidence from the lending practices of large and small banks,"
Journal of Financial Economics,
Elsevier, vol. 76(2), pages 237-269, May.
- Allen N. Berger & Nathan H. Miller & Mitchell A. Petersen & Raghuram G. Rajan & Jeremy C. Stein, 2002. "Does Function Follow Organizational Form? Evidence From the Lending Practices of Large and Small Banks," NBER Working Papers 8752, National Bureau of Economic Research, Inc.
- Allen N. Berger & Nathan H. Miller & Mitchell A. Petersen & Raghuran G. Rajan & Jeremy C. Stein, 2002. "Does function follow organizational form? evidence from the lending practices of large and small banks," Proceedings 815, Federal Reserve Bank of Chicago.
- Allen N. Berger & Nathan H. Miller & Mitchell A. Petersen & Raghuram G. Rajan & Jeremy C. Stein, 2002. "Does Function Follow Organzizational Form? Evidence From the Lending Practices of Large and Small Banks," Harvard Institute of Economic Research Working Papers 1976, Harvard - Institute of Economic Research.
- Machauer, Achim & Weber, Martin, 1998. "Bank behavior based on internal credit ratings of borrowers," Journal of Banking & Finance, Elsevier, vol. 22(10-11), pages 1355-1383, October.
- Brunner, Antje & Pieter, Jan & Weber, Martin, 2000. "Information production in credit relationship: On the role of internal ratings in commercial banking," CFS Working Paper Series 2000/10, Center for Financial Studies (CFS).
- Altman, Edward I. & Haldeman, Robert G. & Narayanan, P., 1977. "ZETATM analysis A new model to identify bankruptcy risk of corporations," Journal of Banking & Finance, Elsevier, vol. 1(1), pages 29-54, June.
- Jeremy C. Stein, 2000. "Information Production and Capital Allocation: Decentralized vs. Hierarchical Firms," NBER Working Papers 7705, National Bureau of Economic Research, Inc.
- Diamond, Douglas W, 1984. "Financial Intermediation and Delegated Monitoring," Review of Economic Studies, Wiley Blackwell, vol. 51(3), pages 393-414, July.
- Machauer, Achim & Weber, Martin, 1998. "Bank behavior based on internal credit ratings of borrowers," CFS Working Paper Series 1998/08, Center for Financial Studies (CFS).
- Bhattacharya Sudipto & Thakor Anjan V., 1993. "Contemporary Banking Theory," Journal of Financial Intermediation, Elsevier, vol. 3(1), pages 2-50, October.
- Crouhy, Michel & Galai, Dan & Mark, Robert, 2001. "Prototype risk rating system," Journal of Banking & Finance, Elsevier, vol. 25(1), pages 47-95, January.
- Elsas, Ralf & Henke, Sabine & Machauer, Achim & Rott, Roland & Schenk, Gerald, 1998. "Empirical analysis of credit relationships in small firms financing: Sampling design and descriptive statistics," CFS Working Paper Series 1998/14, Center for Financial Studies (CFS).
- Krahnen, Jan Pieter & Weber, Martin, 2000.
"Generally accepted rating principles: A primer,"
CFS Working Paper Series
2000/02, Center for Financial Studies (CFS).
- Weber, Martin & Krahnen, Jan Pieter & Voßmann, Frank, 1998. "Risikomessung im Kreditgeschäft: Eine empirische Analyse bankinterner Ratingverfahren," Sonderforschungsbereich 504 Publications 98-45, Sonderforschungsbereich 504, Universität Mannheim & Sonderforschungsbereich 504, University of Mannheim.
- Carey, Mark & Hrycay, Mark, 2001. "Parameterizing credit risk models with rating data," Journal of Banking & Finance, Elsevier, vol. 25(1), pages 197-270, January.
- William B. English & William R. Nelson, 1998. "Bank risk rating of business loans," Finance and Economics Discussion Series 1998-51, Board of Governors of the Federal Reserve System (U.S.).
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