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IFRS 9 and CECL Credit Risk Modelling and Validation: A Practical Guide with Examples Worked in R and SAS

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SKU 9780128149409 Categories ,
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IFRS 9 and CECL Credit Risk Modelling and Validation covers a hot topic in risk management. Both IFRS 9 and CECL accounting standards require Banks to adopt a new perspective in assessing Expected Credit Losses. The book explores a wide range of models and corresponding valida...

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Description

Product ID:9780128149409
Product Form:Paperback / softback
Country of Manufacture:NL
Title:IFRS 9 and CECL Credit Risk Modelling and Validation
Subtitle:A Practical Guide with Examples Worked in R and SAS
Authors:Author: Tiziano Bellini
Page Count:316
Subjects:Econometrics and economic statistics, Econometrics, Credit and credit institutions, Business strategy, Business mathematics and systems, Credit & credit institutions, Business strategy, Business mathematics & systems
Description:Select Guide Rating
IFRS 9 and CECL Credit Risk Modelling and Validation covers a hot topic in risk management. Both IFRS 9 and CECL accounting standards require Banks to adopt a new perspective in assessing Expected Credit Losses. The book explores a wide range of models and corresponding validation procedures. The most traditional regression analyses pave the way to more innovative methods like machine learning, survival analysis, and competing risk modelling. Special attention is then devoted to scarce data and low default portfolios. A practical approach inspires the learning journey. In each section the theoretical dissertation is accompanied by Examples and Case Studies worked in R and SAS, the most widely used software packages used by practitioners in Credit Risk Management.
Imprint Name:Academic Press Inc
Publisher Name:Elsevier Science Publishing Co Inc
Country of Publication:GB
Publishing Date:2019-01-31