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Einfache oekonomische Verfahren fuer die Kreditrisikomessung

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This paper describes simple econometric methods for the analysis of credit risk and applies them to a data set obtained from credit files taken from six large German universal banks. The paper focuses on (i) binary and ordered probit/logit models which enable the credit analyst to quantify the default probability of an individual credit, and (ii) on duration models capable of estimating the default probability of a credit at a certain point in time given that there was no default until then. Empirical examples for the methods facilitate the understanding of the econometric models described in the paper. Numerous suggestions for further reading complete this short walk down the econometric quantification of credit risk.

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File URL: http://cofe.uni-konstanz.de/Papers/dp00_28.pdf
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Bibliographic Info

Paper provided by Center of Finance and Econometrics, University of Konstanz in its series CoFE Discussion Paper with number 00-28.

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Length: 50 Pages
Date of creation: Sep 2000
Date of revision:
Handle: RePEc:knz:cofedp:0028

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  1. Andrew Weiss, 1997. "Specification tests in ordered logit and probit models," Econometric Reviews, Taylor & Francis Journals, vol. 16(4), pages 361-391.
  2. Harhoff, Dietmar & Stahl, Konrad O. & Woywode, Michael, 1996. "Legal Form, Growth and Exit of West German Firms - Empirical Results for Manufacturing, Construction, Trade and Service Industries," CEPR Discussion Papers 1401, C.E.P.R. Discussion Papers.
  3. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
  4. Bester, Helmut, 1985. "Screening vs. Rationing in Credit Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 75(4), pages 850-55, September.
  5. Chamberlain, Gary, 1980. "Analysis of Covariance with Qualitative Data," Review of Economic Studies, Wiley Blackwell, vol. 47(1), pages 225-38, January.
  6. Montserrat Guillen & Manuel Artis, 1994. "Count Data Models For A Credit Scoring System," Risk and Insurance 9407004, EconWPA.
  7. Han, Aaron & Hausman, Jerry A, 1990. "Flexible Parametric Estimation of Duration and Competing Risk Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 5(1), pages 1-28, January-M.
  8. Phu NGUYEN VAN & Ulrich KAISER & François LAISNEY, 2001. "The Performance of German Firms in the Business-Related Service Sectors: A Dynamic Analysis," Working Papers of BETA 2001-16, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
  9. Dietmar Harhoff & Francis Narin & Frederic M. Scherer & Katrin Vopel, 1997. "Citation Frequency and the Value of Patented Innovation," CIG Working Papers FS IV 97-26, Wissenschaftszentrum Berlin (WZB), Research Unit: Competition and Innovation (CIG).
  10. McFadden, Daniel, 1974. "The measurement of urban travel demand," Journal of Public Economics, Elsevier, vol. 3(4), pages 303-328, November.
  11. Tutz, Gerhard & Hennevogl, Wolfgang, 1996. "Random effects in ordinal regression models," Computational Statistics & Data Analysis, Elsevier, vol. 22(5), pages 537-557, September.
  12. Arulampalam, W., 1998. "A Note on Estimated Coefficients in Random Effects Probit Models," The Warwick Economics Research Paper Series (TWERPS) 520, University of Warwick, Department of Economics.
  13. Jenkins, Stephen P, 1995. "Easy Estimation Methods for Discrete-Time Duration Models," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 57(1), pages 129-38, February.
  14. Hausman, Jerry A, 1978. "Specification Tests in Econometrics," Econometrica, Econometric Society, vol. 46(6), pages 1251-71, November.
  15. Pudney, Stephen & Thomas, Jonathan, 1995. "Specification Tests for the Competing Risks Duration Model: An Application to Unemployment Duration and Sectoral Movement," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 57(3), pages 323-47, August.
  16. Chesher, Andrew & Irish, Margaret, 1987. "Residual analysis in the grouped and censored normal linear model," Journal of Econometrics, Elsevier, vol. 34(1-2), pages 33-61.
  17. Pohlmeier, Winfried, 1992. "On the Simultaneity of Innovations and Market Structure," Empirical Economics, Springer, vol. 17(2), pages 253-72.
  18. Kaiser, Ulrich & Pfeiffer, Friedhelm, 2000. "Collective wage agreements and the adjustment of workers and hours in German service firms," ZEW Discussion Papers 00-33, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  19. Lechner, Michael, 1995. "Some Specification Tests for Probit Models Estimated on Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(4), pages 475-88, October.
  20. Kaiser, Ulrich, 2002. "Measuring knowledge spillovers in manufacturing and services: an empirical assessment of alternative approaches," Research Policy, Elsevier, vol. 31(1), pages 125-144, January.
  21. Nadiri, M Ishaq & Rosen, Sherwin, 1969. "Interrelated Factor Demand Functions," American Economic Review, American Economic Association, vol. 59(4), pages 457-71, Part I Se.
  22. Pamela Nickell & William Perraudin & Simone Varotto, 2001. "Stability of ratings transitions," Bank of England working papers 133, Bank of England.
  23. Manski, Charles F & Lerman, Steven R, 1977. "The Estimation of Choice Probabilities from Choice Based Samples," Econometrica, Econometric Society, vol. 45(8), pages 1977-88, November.
  24. Georg LICHT & Konrad ZOZ, 1998. "Patents and R&D, An Econometric Investigation Using Applications for German, European and US Patents by German Companies," Annales d'Economie et de Statistique, ENSAE, issue 49-50, pages 329-360.
  25. Gourieroux Christian & Monfort Alain & Trognon A, 1984. "General approach of serial correlation (a)," CEPREMAP Working Papers (Couverture Orange) 8424, CEPREMAP.
  26. François LAISNEY & Michael LECHNER & Steinar STROM, 1991. "Lessons from Specification Tests for a Labour Supply Model," Annales d'Economie et de Statistique, ENSAE, issue 20-21, pages 193-217.
  27. Blundell, Richard W. & Laisney, François & Lechner, Michael, 1991. "Alternative interpretations of hours information in an econometric model of labour supply," ZEW Discussion Papers 91-01, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  28. Ebling, Günther & Janz, Norbert, 1999. "Export and innovation activities in the German service sector: empirical evidence at the firm level," ZEW Discussion Papers 99-53, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  29. Gourieroux Christian & Monfort Alain & Renault E & Trognon A, 1985. "Simulated residuals," CEPREMAP Working Papers (Couverture Orange) 8502, CEPREMAP.
  30. Boyes, William J. & Hoffman, Dennis L. & Low, Stuart A., 1989. "An econometric analysis of the bank credit scoring problem," Journal of Econometrics, Elsevier, vol. 40(1), pages 3-14, January.
  31. Kiefer, Nicholas M, 1988. "Economic Duration Data and Hazard Functions," Journal of Economic Literature, American Economic Association, vol. 26(2), pages 646-79, June.
  32. Gourieroux, C. & Monfort, A. & Trognon, A., 1985. "A General Approach to Serial Correlation," Econometric Theory, Cambridge University Press, vol. 1(03), pages 315-340, December.
  33. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
  34. Gabler, Siegfried & Laisney, Francois & Lechner, Michael, 1993. "Seminonparametric Estimation of Binary-Choice Models with an Application to Labor-Force Participation," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(1), pages 61-80, January.
  35. Arturo Estrella, 1997. "A new measure of fit for equations with dichotomous dependent variables," Research Paper 9716, Federal Reserve Bank of New York.
  36. Bester, Helmut, 1987. "The role of collateral in credit markets with imperfect information," European Economic Review, Elsevier, vol. 31(4), pages 887-899, June.
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