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

Table of Contents

1. Introduction to Expected Credit Loss Modelling and Validation
2. One-Year PDs
3. Lifetime PDs 1
4. LGD Modelling
5. Prepayments, Competing Risks and EAD Modelling
6. Scenario Analysis and Expected Credit Losses

Authors

Tiziano Bellini BlackRock Financial Market Advisory, London, UK. Tiziano Bellini received his PhD degree in statistics from the University of Milan after being a visiting PhD student at the London School of Economics and Political Science. He is Qualified Chartered Accountant and Registered Auditor. He gained wide risk management experience across Europe, in London, and in New York. He is currently Director at BlackRock Financial Market Advisory (FMA) in London. Previously he worked at Barclays Investment Bank, EY Financial Advisory Services in London, HSBCs headquarters, Prometeia in Bologna, and other leading Italian companies. He is a guest lecturer at Imperial College in London, and at the London School of Economics and Political Science. Formerly, he served as a lecturer at the University of Bologna and the University of Parma. Tiziano is author of Stress Testing and Risk Integration in Banks, A Statistical Framework and Practical Software Guide (in Matlab and R) edited by Academic Press. He has published in the European Journal of Operational Research, Computational Statistics and Data Analysis, and other top-reviewed journals. He has given numerous training courses, seminars, and conference presentations on statistics, risk management, and quantitative methods in Europe, Asia, and Africa.