This book is crafted specifically for professionals—risk analysts, model developers, data scientists—who are actively involved in building, validating, and maintaining PD models in banking environments. Whether you're stepping into PD modelling for the first time or seeking to refine existing models, this guide combines depth with clarity, ensuring relevance, compliance, and practical applicability.

EAD Modelling A–Z Using SASComplete End-to-End Exposure at Default Modelling Framework Used by BanksExposure at Default (EAD) is one of the most misunderstood and poorly documented components of credit risk modelling. While extensive material exists on PD and LGD, very few resources explain how EAD is actually built, validated, governed, and deployed in real banking environments.This book fills that gap."EAD Modelling A–Z Using SAS" is a comprehensive, pr...

PurposeThis book is designed to provide practical and professional guidance on Anti-Money Laundering (AML) analytics, fraud detection scenarios, and compliance strategies using SAS and Gephi tools. It is tailored for professionals working in UAE banks, regulators, and analytics teams involved in AML monitoring and fraud risk management.Key Features- Covers 20+ AML detection scenarios implemented using SAS- Includes entity network mapping using Gephi- P...

SAS Stress Testing, IFRS 9 & Capital Forecasting is a practitioner's playbook for turning PD/LGD/EAD models into board-ready capital views. The book walks from a reproducible SAS environment and a realistic 50k synthetic portfolio through loss estimation, stress overlays, IRB-style capital (K, UL, RWA), and full ICAAP/CCAR projections—so readers can go from "model metrics" to decisions on limits, buffers, and pricing.What makes thi...

EAD Modelling A–Z Using SASComplete End-to-End Exposure at Default Modelling Framework Used by BanksExposure at Default (EAD) is one of the most misunderstood and poorly documented components of credit risk modelling. While extensive material exists on PD and LGD, very few resources explain how EAD is actually built, validated, governed, and deployed in real banking environments.This book fills that gap."EAD Modelling A–Z Using SAS" is a comprehensive, pr...

Build bank-grade LGD and EAD models end to end—using SAS.This hands-on guide shows how to go from raw banking data to production-ready scorecards, with every step demonstrated in executable SAS code and explained in plain language.What's insideData design for LGD/EAD: default events, recovery cashflows (PV), exposure panels, keys, and time windows.LGD mechanics: const...