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

Autor: Riccardo Rebonato

Język:

Oprawa: Twarda

Wydawca: John Wiley & Sons Inc

Dostępność: Dostępna u dostawcy

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In Coherent Stress Testing: A Bayesian Approach , industry expert Riccardo Rebonato presents a grou...

Informacje o książce

Autor

Riccardo Rebonato

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2010

strony

240

EAN

9780470666012

ISBN

0470666013

Enbook ID

04084337

Wydawca

John Wiley & Sons Inc

Waga

580

Wymiary

177 x 252 x 23

Pełny opis

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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