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New results on the correlation problem in operational risk

Vivien Brunel ()
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Vivien Brunel: Société Générale

Journal of Financial Perspectives, 2014, vol. 2, issue 2, 123-129

Abstract: Internal models of operational risk are all built based on the same guidelines provided by the regulators. However, we observe a broad range of practices among banks concerning modeling choices and calibration methods. It is thus relevant to discuss the relative importance of the main drivers and modeling choices of the operational risk capital charge. Many studies in the literature have focused on the modeling of the tails in the severity distributions. In this paper, we use a class of analytical models for operational risk in order to assess the relative importance of all parameters of the model. In particular, we show that the bank’s capital charge is not very sensitive to the dispersion in correlations, the average level of correlations being a much more critical parameter of the operational risk capital charge. We show that the assumption of uniform correlations is robust, contrary to what is often advised by internal auditors or regulators.

Keywords: risk (search for similar items in EconPapers)
JEL-codes: C10 (search for similar items in EconPapers)
Date: 2014
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Citations: View citations in EconPapers (1)

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Persistent link: https://EconPapers.repec.org/RePEc:ris:jofipe:0057

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