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Operational risk: modeling analytics. (English) Zbl 1258.62101

Wiley Series in Probability and Statistics; Wiley-Interscience. Hoboken, NJ: John Wiley & Sons (ISBN 0-471-76089-7/hbk; 0-470-05131-0/ebook). xv, 431 p. (2006).
Publisher’s description: This book is organized around the principle that the analysis of operational risk consists, in part, of the collection of data and the building of mathematical models to describe risk. The book is designed to provide risk analysts with a framework of the mathematical models and methods used in the measurement and modeling of operational risk in both the banking and insurance sectors. Beginning with a foundation for operational risk modeling and a focus on the modeling process, the book flows logically to discussion of probabilistic tools for operational risk modeling and statistical methods for calibrating models of operational risk. Exercises are included in the chapters involving numerical computations for students’ practice and reinforcement of concepts.
Written by one of the foremost authorities in the world on risk modeling and its effects in business management, this is the first comprehensive book dedicated to the quantitative assessment of operational risk using the tools of probability, statistics, and actuarial science.
In addition to providing a great detail of the many probabilistic and statistical methods used in operational risk, this book features: Ample exercises to further elucidate the concepts in the text; Definitive coverage of distribution functions and related concepts; Models for the size of losses; Models for frequency of loss; Aggregate loss modeling; Extreme value modeling; Dependency modeling using copulas; Statistical methods in model selection and calibration.
Assuming no previous expertise in either operational risk terminology or in mathematical statistics, the text is designed for beginning graduate-level courses on risk and operational management or enterprise risk management. This book is also useful as a reference for practitioners in both enterprise risk management and risk and operational management.

MSC:

62P05 Applications of statistics to actuarial sciences and financial mathematics
91B30 Risk theory, insurance (MSC2010)
62-01 Introductory exposition (textbooks, tutorial papers, etc.) pertaining to statistics
65C60 Computational problems in statistics (MSC2010)
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