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Modelling Operational Risk Using Bayesian Inference

Language EnglishEnglish
Book Hardback
Book Modelling Operational Risk Using Bayesian Inference Pavel V. Shevchenko
Libristo code: 01656680
The area of quantitative operational risk has undergone explosive development for the last five year... Full description
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The area of quantitative operational risk has undergone explosive development for the last five years and is of critical importance for the banking industry. It is driven mainly by recent Basel II regulatory requirements that introduced definitions and capital charges for operational risk. The area of quantitative operational risk is very new and the different approaches to it are heatedly debated. This book is devoted to quantitative issues in the loss distribution approach for operational risk being adopted in many banks. In particular, the use of the Bayesian inference method is the main focus of this book. Though it is very new in this area, the Bayesian approach is well suited for modelling operational risk, as it provides a consistent and convenient statistical framework to quantify the uncertainties involved. It also allows the combination of expert opinions with historical internal and external data in estimation procedures. These are critical, especially for operational risks with small datasets.

About the book

Full name Modelling Operational Risk Using Bayesian Inference
Language English
Binding Book - Hardback
Date of issue 2011
Number of pages 302
EAN 9783642159220
ISBN 3642159222
Libristo code 01656680
Weight 608
Dimensions 161 x 240 x 24
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