Cover of Model Risk Management by Ruschendorf, Ludger, Vanduffel, Steven, Bernard, Carole, ISBN 9781009367165

Model Risk Management

Contributor(s): Author , Author , Author Format: Hardback

Hardback ยท ISBN 9781009367165

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Key Specifications

ISBN 9781009367165
Publisher Cambridge University Press
Publication date January 2024
Language English
MRP ยฃ105.00 GBP
Page count 346
Item weight 166 g

This book provides the first systematic treatment of model risk, outlining the tools needed to quantify model uncertainty, to study its effects, and, in particular, to determine the best upper and lower risk bounds for various risk aggregation functionals of interest. Drawing on both numerical and analytical examples, this is a thorough reference work for actuaries, risk managers, and regulators. Supervisory authorities can use the methods discussed to challenge the models used by banks and insurers, and banks and insurers can use them to prioritize the activities on model development, identifying which ones require more attention than others. In sum, it is essential reading for all those working in portfolio theory and the theory of financial and engineering risk, as well as for practitioners in these areas. It can also be used as a textbook for graduate courses on risk bounds and model uncertainty.