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Coherent Stress Testing - A Bayesian Approach to the Analysis of Financial Stress

Language EnglishEnglish
Book Hardback
Book Coherent Stress Testing - A Bayesian Approach to the Analysis of Financial Stress Riccardo Rebonato
Libristo code: 04084337
Publishers John Wiley & Sons Inc, June 2010
In Coherent Stress Testing: A Bayesian Approach , industry expert Riccardo Rebonato presents a grou... Full description
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In Coherent Stress Testing: A Bayesian Approach , industry expert Riccardo Rebonato presents a groundbreaking new approach to this important but often undervalued part of the risk management toolkit. Based on the author's extensive work, research and presentations in the area, the book fills a gap in quantitative risk management by introducing a new and very intuitively appealing approach to stress testing based on expert judgement and Bayesian networks. It constitutes a radical departure from the traditional statistical methodologies based on Economic Capital or Extreme-Value-Theory approaches. The book is split into four parts. Part I looks at stress testing and at its role in modern risk management. It discusses the distinctions between risk and uncertainty, the different types of probability that are used in risk management today and for which tasks they are best used. Stress testing is positioned as a bridge between the statistical areas where VaR can be effective and the domain of total Keynesian uncertainty. Part II lays down the quantitative foundations for the concepts described in the rest of the book. Part III takes readers through the application of the tools discussed in part II, and introduces two different systematic approaches to obtaining a coherent stress testing output that can satisfy the needs of industry users and regulators. In part IV the author addresses more practical questions such as embedding the suggestions of the book into a viable governance structure.

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About the book

Full name Coherent Stress Testing - A Bayesian Approach to the Analysis of Financial Stress
Language English
Binding Book - Hardback
Date of issue 2010
Number of pages 240
EAN 9780470666012
ISBN 0470666013
Libristo code 04084337
Weight 580
Dimensions 177 x 252 x 23
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