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Model Risk Management: Risk Bounds under Uncertainty.

Model Risk Management: Risk Bounds under Uncertainty.

・ISBN 978-1-009-36716-5 hard GB£ 99.99

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お気に入り
電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 978-1-009-36718-9
著者・編者Rueschendorf, Ludger / Vanduffel, Steven / Bernard, Carole,
出版社 (Cambridge University Press, UK)
出版年月2024
ページ数345 pp.
言語ENG
ニュース番号<A01-19726>

解説

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.