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Volumn 30, Issue 10, 2006, Pages 2635-2658

Quantitative models for operational risk: Extremes, dependence and aggregation

Author keywords

Copula; Dependence; Fr chet class problems; Generalized Pareto distribution; Mass transportation; Operational risk; Peaks over threshold; Point process; Risk aggregation; Statistics of extremes

Indexed keywords


EID: 33747340265     PISSN: 03784266     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jbankfin.2005.11.008     Document Type: Article
Times cited : (171)

References (53)
  • 2
    • 33747375325 scopus 로고    scopus 로고
    • Balkema, G., Embrechts, P., in press. High Risk Scenarios and Extremes. A Geometric Approach. Zurich Lectures in Advanced Mathematics, European Mathematical Society.
  • 3
    • 33747333012 scopus 로고    scopus 로고
    • Barndorff-Nielsen, O.E., Lindner, A.M., 2004. Some aspects of Lévy copulas. Preprint, Technische Universität München.
  • 4
    • 85011476706 scopus 로고    scopus 로고
    • Multivariate counting processes: copulas and beyond
    • Bäuerle N., and Grübel R. Multivariate counting processes: copulas and beyond. ASTIN Bulletin 35 2 (2005) 379-408
    • (2005) ASTIN Bulletin , vol.35 , Issue.2 , pp. 379-408
    • Bäuerle, N.1    Grübel, R.2
  • 7
    • 33747376028 scopus 로고    scopus 로고
    • Brown, D., Wang, J., 2005. Discussion on Quantitative Models for Operational Risk: Extremes, Dependence and Aggregation. Presentation. Implementing an AMA to Operational Risk, Federal Reserve Bank of Boston, May 18-20. Available from: .
  • 8
    • 33747365767 scopus 로고    scopus 로고
    • Chavez-Demoulin, V., 1999. Two problems in environmental statistics: capture-recapture analysis and smooth external models. Ph.D. thesis, Department of Mathematics, Swiss Federal Institute of Technology, Lausanne.
  • 17
    • 33747331569 scopus 로고    scopus 로고
    • de Fontnouvelle, P., 2005. Results of the Operational Risk Loss Data Collection Exercise (LDCE) and Quantitative Impact Study (QIS). Presentation. Implementing an AMA to Operational Risk, Federal Reserve Bank of Boston, May 18-20. Available from: .
  • 18
    • 7044235252 scopus 로고    scopus 로고
    • Constraints on concordance measures in bivariate discrete data
    • Denuit M., and Lambert P. Constraints on concordance measures in bivariate discrete data. Journal of Multivariate Analysis 93 (2005) 40-57
    • (2005) Journal of Multivariate Analysis , vol.93 , pp. 40-57
    • Denuit, M.1    Lambert, P.2
  • 19
    • 3142670898 scopus 로고    scopus 로고
    • Pitfalls and opportunities in the use of extreme value theory in risk management
    • Refenes A.-P., Moody J., and Burgess A. (Eds), Kluwer Academic Publishers, Amsterdam Reprinted from: Journal of Risk Finance, 1, 30-36 (Winter 2000)
    • Diebold F., Schuermann T., and Stronghair J. Pitfalls and opportunities in the use of extreme value theory in risk management. In: Refenes A.-P., Moody J., and Burgess A. (Eds). Advances in Computational Finance (2001), Kluwer Academic Publishers, Amsterdam 3-12 Reprinted from: Journal of Risk Finance, 1, 30-36 (Winter 2000)
    • (2001) Advances in Computational Finance , pp. 3-12
    • Diebold, F.1    Schuermann, T.2    Stronghair, J.3
  • 20
    • 33747341241 scopus 로고    scopus 로고
    • EBK, 2005. Basel II, Umsetzung in der Schweiz. Entwurf September 2005. Swiss Federal Banking Commission.
  • 21
    • 0005898818 scopus 로고    scopus 로고
    • Embrechts P. (Ed), Risk Waters Group, London
    • In: Embrechts P. (Ed). Extremes and Integrated Risk Management (2000), Risk Waters Group, London
    • (2000) Extremes and Integrated Risk Management
  • 23
    • 33747329265 scopus 로고    scopus 로고
    • Embrechts, P., Puccetti, G., in press a. Aggregating risk capital with an application to operational risk. The Geneva Risk and Insurance Review.
  • 24
    • 33747367882 scopus 로고    scopus 로고
    • Embrechts, P., Puccetti, G., in press b. Bounds for functions of dependent risks. Finance and Stochastics.
  • 26
    • 33747354565 scopus 로고    scopus 로고
    • Ruin theory revisited: stochastic models for operational risk
    • Bernadell C., Cardon P., Coche J., Diebold F., and Manganelli S. (Eds), ECB, Frankfurt
    • Embrechts P., Kaufmann R., and Samorodnitsky G. Ruin theory revisited: stochastic models for operational risk. In: Bernadell C., Cardon P., Coche J., Diebold F., and Manganelli S. (Eds). Risk Management for Central Bank Foreign Reserves (2004), ECB, Frankfurt 243-261
    • (2004) Risk Management for Central Bank Foreign Reserves , pp. 243-261
    • Embrechts, P.1    Kaufmann, R.2    Samorodnitsky, G.3
  • 28
    • 0002101229 scopus 로고    scopus 로고
    • Correlation and dependence in risk management: Properties and pitfalls
    • Dempster M. (Ed), Cambridge Univ. Press, Cambridge
    • Embrechts P., McNeil A., and Straumann D. Correlation and dependence in risk management: Properties and pitfalls. In: Dempster M. (Ed). Risk Management: Value at Risk and Beyond (2002), Cambridge Univ. Press, Cambridge 176-223
    • (2002) Risk Management: Value at Risk and Beyond , pp. 176-223
    • Embrechts, P.1    McNeil, A.2    Straumann, D.3
  • 30
    • 33747360099 scopus 로고    scopus 로고
    • Frachot, A., Roncalli, T., Salomon, E., 2004. The correlation problem in operational risk. Preprint, Crédit Lyonnais, Paris.
  • 32
    • 84990532158 scopus 로고
    • Aspects of correlation in bivariate Poisson distributions and processes
    • Griffiths R., Milne R.K., and Wood R. Aspects of correlation in bivariate Poisson distributions and processes. Australian Journal of Statistics 21 3 (1979) 238-255
    • (1979) Australian Journal of Statistics , vol.21 , Issue.3 , pp. 238-255
    • Griffiths, R.1    Milne, R.K.2    Wood, R.3
  • 34
    • 33747357716 scopus 로고    scopus 로고
    • Kallsen, J., Tankov, P., 2005. Characterization of dependence of multidimensional Lévy processes using Lévy copulas. Journal of Multivariate Analysis, in press.
  • 37
    • 0000014337 scopus 로고
    • On a basis for 'peaks over threshold' modeling
    • Leadbetter M. On a basis for 'peaks over threshold' modeling. Statistics and Probability Letters 12 4 (1991) 357-362
    • (1991) Statistics and Probability Letters , vol.12 , Issue.4 , pp. 357-362
    • Leadbetter, M.1
  • 38
    • 85011528625 scopus 로고    scopus 로고
    • Common Poisson shock models: Application to insurance and credit risk modelling
    • Lindskog F., and McNeil A.J. Common Poisson shock models: Application to insurance and credit risk modelling. ASTIN Bulletin 33 2 (2003) 209-238
    • (2003) ASTIN Bulletin , vol.33 , Issue.2 , pp. 209-238
    • Lindskog, F.1    McNeil, A.J.2
  • 41
    • 33747355633 scopus 로고    scopus 로고
    • Moscadelli, M., 2004. The modelling of operational risk: experience with the analysis of the data collected by the Basel committee. Technical Report 517, Banca d'Italia.
  • 42
    • 0041002452 scopus 로고
    • Discrete bivariate distributions with given marginals and correlation
    • Nelsen R.B. Discrete bivariate distributions with given marginals and correlation. Communications in Statistics - Simulation 16 1 (1987) 199-208
    • (1987) Communications in Statistics - Simulation , vol.16 , Issue.1 , pp. 199-208
    • Nelsen, R.B.1
  • 44
    • 33747368873 scopus 로고    scopus 로고
    • Nešlehová, J., 2004. Dependence of non-continuous random variables. Ph.D. Thesis, Carl von Ossietzky Universität Oldenburg.
  • 45
    • 85011454439 scopus 로고    scopus 로고
    • Modeling and generating dependent risk processes for IRM and DFA
    • Pfeifer D., and Nešlehová J. Modeling and generating dependent risk processes for IRM and DFA. ASTIN Bulletin 34 2 (2004) 333-360
    • (2004) ASTIN Bulletin , vol.34 , Issue.2 , pp. 333-360
    • Pfeifer, D.1    Nešlehová, J.2
  • 47
    • 33747346122 scopus 로고    scopus 로고
    • Puccetti, G., 2005. Dependency bounds for functions of univariate and multivariate risks. Ph.D. Thesis, University of Pisa.
  • 48
    • 33747350980 scopus 로고    scopus 로고
    • Springer, New York
    • Rachev S., and Rüschendorf L. Mass Transportation Problems. Theory vol. I (1998), Springer, New York
    • (1998) Theory , vol.I
    • Rachev, S.1    Rüschendorf, L.2
  • 49
    • 33747348884 scopus 로고    scopus 로고
    • Springer, New York
    • Rachev S., and Rüschendorf L. Mass Transportation Problems. Applications vol. II (1998), Springer, New York
    • (1998) Applications , vol.II
    • Rachev, S.1    Rüschendorf, L.2


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