Course Methodology
This course utilizes Excel models for credit analysis, individual calculation exercises, team activities and plenary discussion.
Course Objectives
By the end of the course, participants will be able to:
- Identify the key elements of credit risk
- Analyze the micro-financial drivers of credit risk and macro-economic factors which impact system-wide credit risk
- Explain modelling techniques for assessing credit risk
- Demonstrate proficiency with different methods and tools for credit scoring
- Demonstrate the usage and risks of credit derivatives
- Apply collateral management techniques to credit derivatives exposures
Target Audience
This course is beneficial for banking personnel in all areas of credit risk. Others who will benefit include, but are not limited to, asset allocators, portfolio strategists, sovereign wealth fund managers and research staff, risk managers/controllers, private investors and senior back office personnel.
The course is also valuable for those interested in credit modelling and those engaged in compliance with all applicable regulations regarding credit risk in financial institutions.
Target Competencies
- Credit risk modelling
- Assessment of credit requests
- Assessment of funding loans and credit facilities
- Compliance with all regulations regarding credit
- Management of a credit committee and risk committee
Fundamentals of Credit Risk
- The key macro and micro financial concepts behind, and drivers of, credit risk
- Measurement of credit risk and adverse outcomes
- Assessing credit risk and default probability of loan portfolios
- Key determinants for managing credit risk:
- Probability of default (PD)
- Exposure at default (EAD)
- Loss given default (LGD)
- Credit migration and transition matrices
- Fundamental analysis of financial statements, key ratios, qualitative characteristics of the balance sheet
- Off balance sheet and contingent credit risk
- Market-based approaches, bond spreads, swap rates
- Counter party credit risk
- Credit scoring, credit risk modelling, risk profiling and assessing creditworthiness
Credit Ratings Methodologies and Application
- Review of ratings classifications systems of the major Credit Ratings Agencies (CRAs)
- The principal credit ratings agencies – Moody’s, Standard & Poor’s, Fitch
- Overview of the ratings methodologies – issuer analysis, historical data, business cycles
- Commercial paper ratings
- Sovereign ratings – approach to developed markets and emerging markets
- Conflicts of interest - representing credit issuers but designed to protect credit purchasers
- Why did the CRAs perform so poorly in the rating of collateralized debt obligations (CDOs) and other derivatives?
- Ratings migration matrices – use by banks in determining credit risk value at risk (VaR)
- Impact of upgrades/downgrades on market perceptions of creditworthiness
- Dodd-Frank Act de-emphasis on reliance by financial firms on external ratings
Capital Charges and Accounting Principles
- Review of the distinction between the banking book and the trading book
- Basel III attempts to address regulatory arbitrage
- Treatment of securitizations and off-balance sheet exposures
- Available for Sale issues – impacts on liquidity, high-quality liquid assets (HQLA), rigidity of balance sheets
- Detailed examination of IFRS 9 – implementation timetable, further revisions?
- Recognition of expected losses and early warning of asset impairment
- Amortized cost – held to maturity requirements
- Fair value through other comprehensive income (FVOCI)
- Fair value through profit or loss (FVPL)
Counter-Party Credit Risk
- Examine the various facets of credit risk which hinge on losses sustained from failure of an obligor to honour contractual obligations
- Distinguish the separate components of credit risk:
- Probability of default by obligor – how reliably can it be estimated?
- Probability of downgrade or widening credit spreads of counter party
- Recovery rate – what percentage of obligation can be recovered after default?
- Credit exposure – estimating loss magnitude in relation to capital buffers
- Determination of a credit default event, ISDA Master Agreement, Credit Support Annex
- Understand the concepts of credit rating and scoring and critical examination of how useful such techniques are for determining actual risk of default?
- New components in the Basel III framework for addressing issues related to default and deterioration of the credit quality of counter parties
- Credit Valuation Adjustment (CVA) and Debt Valuation Adjustment (DVA)
- Explanation of key concepts of Expected Exposure (EE), Expected Positive Exposure (EPE), Wrong Way Risk (WWR)
Measuring Credit Risk and Techniques for Credit Risk Modelling
- Credit Metrics, credit scoring and credit rating systems
- Quantitative modelling of credit risk using stochastic processes
- Estimating probability of default – KMV Model, distance to default techniques
- Explain how debt and equity can be understood as options on the firm
- Techniques for modeling default risk of CDO’s, CMO’s and other structured vehicles
- Lessons from SIVs and other off-balance sheet financing on credit risk management
- Adapting VaR measures to include a metric for default value at risk
- Credit Migration matrices - scaling over different time frames
- Integrating Credit VaR (CVaR) and Market VaR
- Portfolio CVaR – joint probabilities of default – copula techniques
- Techniques for estimating LGD and recovery rates
Sovereign Credit Risk
- Principal factors used to determine creditworthiness of a sovereign
- Issues relating to sovereign bonds under different jurisdictional frameworks
- Deterioration in public balance sheets –high debt/GDP ratios
- Linkage between sovereign risk and risks to local banking system
- Macro-economic drivers of ratings - global imbalances, surplus/deficit nations
- Role of sovereign Credit Default Swap (CDS) market – is it still vital or declining?
- Sovereign debt re-structuring- bail outs/bail-ins
- Protection to different stakeholders – seniority of claims, preferred status of central banks
- Collective Action Clauses (CACs)
