An axiomatic approach to default risk and model uncertainty in rating systems

Nendel M, Streicher J (2023)
Journal of Mathematical Economics 109: 102896.

Zeitschriftenaufsatz | Veröffentlicht | Englisch
 
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Abstract / Bemerkung
In this paper, we deal with an axiomatic approach to default risk. We introduce the notion of a default risk measure, which generalizes the classical probability of default (PD), and allows to incorporate model risk in various forms. We discuss different properties and representations of default risk measures via monetary risk measures, families of related tail risk measures, and Choquet capacities. In a second step, we turn our focus on default risk measures, which are given as worst-case PDs and distorted PDs. The latter are frequently used in order to take into account model risk for the computation of capital requirements through risk-weighted assets (RWAs), as demanded by the Capital Requirement Regulation (CRR). In this context, we discuss the impact of different default risk measures and margins of conservatism on the amount of risk-weighted assets.(c) 2023 Elsevier B.V. All rights reserved.
Stichworte
Default risk measure; Model uncertainty; Probability of default; Choquet; capacity; Value at risk; Risk-weighted assets
Erscheinungsjahr
2023
Zeitschriftentitel
Journal of Mathematical Economics
Band
109
Art.-Nr.
102896
ISSN
0304-4068
eISSN
1873-1538
Page URI
https://pub.uni-bielefeld.de/record/2984060

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Nendel M, Streicher J. An axiomatic approach to default risk and model uncertainty in rating systems. Journal of Mathematical Economics . 2023;109: 102896.
Nendel, M., & Streicher, J. (2023). An axiomatic approach to default risk and model uncertainty in rating systems. Journal of Mathematical Economics , 109, 102896. https://doi.org/10.1016/j.jmateco.2023.102896
Nendel, Max, and Streicher, Jan. 2023. “An axiomatic approach to default risk and model uncertainty in rating systems”. Journal of Mathematical Economics 109: 102896.
Nendel, M., and Streicher, J. (2023). An axiomatic approach to default risk and model uncertainty in rating systems. Journal of Mathematical Economics 109:102896.
Nendel, M., & Streicher, J., 2023. An axiomatic approach to default risk and model uncertainty in rating systems. Journal of Mathematical Economics , 109: 102896.
M. Nendel and J. Streicher, “An axiomatic approach to default risk and model uncertainty in rating systems”, Journal of Mathematical Economics , vol. 109, 2023, : 102896.
Nendel, M., Streicher, J.: An axiomatic approach to default risk and model uncertainty in rating systems. Journal of Mathematical Economics . 109, : 102896 (2023).
Nendel, Max, and Streicher, Jan. “An axiomatic approach to default risk and model uncertainty in rating systems”. Journal of Mathematical Economics 109 (2023): 102896.
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