DAY 6 | ECL FORMULA BREAKDOWN (PD, LGD, EAD) | 100 DAYS OF ECL MASTERY SERIES #creditrisk

DAY 6 | ECL FORMULA BREAKDOWN (PD, LGD, EAD) | 100 DAYS OF ECL MASTERY SERIES In Video 6 of our 100-Day ECL Mastery Series, I'll break down the complete Expected Credit Loss formula with real examples, practical calculations, and the exact methods banks use. This isn't theoretical finance—this is what JPMorgan, Goldman Sachs, and HSBC use daily to calculate expected losses across their trillion-dollar portfolios. What You'll Learn: ✅ The Complete ECL Formula Breakdown – How PD, LGD, and EAD multiply to create expected credit losses that hit bank balance sheets ✅ Probability of Default (PD) Deep Dive – Point-in-Time vs Through-The-Cycle PD, macroeconomic adjustments, PD term structures, and interview-level expertise ✅ Loss Given Default (LGD) Mastery – Collateral valuation, workout recovery, Stage 1/2/3 LGD dynamics, and why LGD changes over time ✅ Exposure at Default (EAD) Complexity – Current outstanding, future interest, undrawn commitments, credit conversion factors, and lifetime EAD calculations ✅ Real-World $50M Corporate Loan Example – Step-by-step ECL calculation showing how Stage 2 classification multiplies provisions 7-8x ✅ Portfolio Segmentation & Pooling – How banks manage millions of loans through intelligent grouping and homogeneous segments ✅ Macroeconomic Scenarios & Weighted ECL – Upside/Base/Downside scenarios with probability weighting (25%/50%/25%) ✅ Post-Model Adjustments (PMAs) – When and why banks add manual overlays to capture risks models miss ✅Common Industry Pitfalls – 8 critical mistakes that trigger audit findings and regulatory violations ✅ Interview Preparation – Exact questions you'll face in credit risk roles with sample answers Who Should Watch: 🎯 Credit Risk Professionals – Preparing for ECL modeling or validation roles 🎯 Banking Professionals – Transitioning into risk management 🎯 Finance Students & Candidates – Interviewing at investment banks, commercial banks, or fintech 🎯 Financial Auditors – Understanding ECL audit procedures 🎯 Risk Managers – Building expertise in IFRS 9 and Basel III compliance From Our 100-Day ECL Mastery Series: Video 1: What is ECL, PD, LGD, EAD? Video 2: Why Banks Use ECL Models Video 3: PD Explained Simply Video 4: LGD Explained Simply Video 5: EAD Explained Simply VIDEO 6: PD × LGD × EAD = ECL Formula (This Video) Watch the full playlist here -    • 100 Days of ECL MASTERY SERIES #creditrisk   ⭐ If you found this video helpful: ✓ LIKE the video (it helps us reach more people) ✓ SUBSCRIBE ‪@riskmodellinghub‬ for more credit risk content ✓ COMMENT below with questions or topics you'd like us to cover ✓ SHARE with anyone preparing for banking interviews or working in finance 🚀 CHANNEL MISSION: Risk Modelling Hub is dedicated to helping finance professionals master credit risk, financial instruments, and banking expertise. We create in-depth, beginner-friendly content that explains complex financial concepts clearly. 📚 RECOMMENDED RESOURCES: → IFRS Official Website: www.ifrs.org → IASB Standards Documentation → Banking regulation guidelines → Financial risk management best practices #ifrs9 #creditrisk #bankingexplained #financialaccounting #financecareer #accountingstandards #bankinginterview #riskmanagement Questions: 1. How to calculate ECL formula PD LGD EAD 2. What is probability of default PD explained 3. Loss given default LGD calculation example 4. Exposure at default EAD modeling methods 5. ECL expected credit loss IFRS 9 formula 6. PD LGD EAD formula step by step 7. How banks calculate expected credit loss 8. IFRS 9 ECL calculation methodology 9. PD probability of default calculation interview 10. How do you calculate loss given default LGD 11. Explain exposure at default EAD banking 12. Credit risk modeling interview questions 13. ECL model validation techniques 14. Stage 2 loan provisioning calculation 15. Macroeconomic overlay ECL adjustment 16. Point in time PD vs through the cycle PD 17. LGD Stage 1 Stage 2 Stage 3 differences 18. EAD credit conversion factor CCF 19. Lifetime ECL calculation formula 20. Post model adjustments PMAs banking 21. Prepayment modeling in ECL calculation 22. Default definition banking what triggers default 23. Portfolio segmentation ECL methodology 24. Weighted expected credit loss scenarios 25. Collateral valuation LGD recovery 📊 DISCLAIMERS & IMPORTANT NOTES: This educational content is for learning purposes. The techniques shown are industry-standard methods used in professional credit risk modeling. For actual production implementations, consult with your organization's risk management and compliance teams. --- © Risk Modelling Hub - All Rights Reserved Educational Content for Finance Professionals ---