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2014 | 178 | 206-219

Article title

Przykłady zastosowania macierzy migracji w zarządzaniu ryzykiem finansowym

Content

Title variants

EN
Migration Matrices and Their Application in Risk Management

Languages of publication

PL

Abstracts

EN
Migration matrices are widely used in various areas of risk management. In credit risk management an obligor is assigned to one of several rating classes and his future rating is determined by a transition matrix of a Markov chain. The probability that an obligor will change his credibility can be read off a migration matrix. The most important aspect of credit risk management is estimation of the probability that the obligor will not be able to meet his financial commitments, i.e., estimation of the probability of his default. The other field were migration matrices are used are insurance Bonus-Malus systems. The aim of the paper is to present applications of migration matrices in credit risk management, automobile insurance and in investigation of credit card users profiles.

Year

Volume

178

Pages

206-219

Physical description

Contributors

References

  • Basel II: Revised International Capital Framework. http://www.bis.org/publ/bcbsca.htm.
  • Basel III: http://www.bis.org/ bcbs/basel3.htm.
  • Bangia A., Diebold F., Schuermann T., 2000: Rating Migration and the Business Cycle, with Application to Credit Portfolio Stress Testing. The Wharton Financial Institution, http://www.ssc.upenn.edu/~diebold/index.html.
  • Berry M.J.A., Linoff G.S., 2011: Data Mining Techniques for Marketing, Sales and Consumer Relationship Management. John Wiley & Sons.
  • Bluhm C., Overbeck L., Wagner C., 2003: An Introduction to Credit Risk Modeling. Chapman and Hall, London.
  • Crouhy M., Galai D., Mark R., 2001: Risk Management. McGraw-Hill, New York.
  • Denuit M., Maréchal X., Pitrebois S., 2007: Actuarial Modelling of Claim Counts Risk Classification. Credibility and Bonus-Malus. John Wiley & Sons.
  • Grzybowska U., Karwański M., 2011: Wykorzystanie miar matematycznych i biznesowych do porównywania modeli macierzy migracji stosowanych w analizie ryzyka kredytowego. "Metody ilościowe w badaniach ekonomicznych", t. XII, nr 2, Wydawnictwo SGGW, Warszawa.
  • Gupton G., Finger C., Bhatia M., 1997: CreditMetrics - Technical Document. J.P. Morgan.
  • Hull J., Nelken I., White A., 2004: Merton's Model, Credit Risk, and Volatility Skews. University of Toronto.
  • Iosifescu M., 1987: Skończone łańcuchy Markowa. WNT, Warszawa.
  • Lemaire J., 1998: Bonus-Malus Systems: The European and Asian Approach to Merit- Rating. "North American Actuarial Journal", Vol. 2, No. 1.
  • Miszczyńska D., Miszczyński M., 2006: Systemy ubezpieczeń Bonus-malus. Podejście symulacyjne. W: Modelowanie preferencji a ryzyko. T. Trzaskalik (red.). AE, Katowice, s. 387-398.
  • Podgórska M. (red.), 2008: System Bonus-Malus sprawiedliwy w sensie przejść między klasami. Prace Naukowe Uniwersytetu Ekonomicznego we Wrocławiu, Wrocław, nr 1 (1201), s. 206-231.
  • Saunders A., 2001: Metody pomiaru ryzyka kredytowego. Oficyna Ekonomiczna, Kraków.
  • Schuermann T.: Credit Migration Matrices. W: Encyclopedia Quantitative Risk Analysis & Assessment. http://www.wiley.com//legacy/wileychi/risk/.

Document Type

Publication order reference

Identifiers

ISSN
2083-8611

YADDA identifier

bwmeta1.element.desklight-a589e7a4-2033-48cc-8e86-7a3174bfd96e
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