CCP Advanced LevelAdvanced Credit Risk Management
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CCP Advanced Level

Advanced Credit Risk Management flashcards

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What is the difference between passive and active credit portfolio management?

Passive CPM: originated loans are held to maturity, and risk is managed through origination discipline and diversification at the point of lending. Active CPM: the portfolio is managed after origination, through trading credit assets, credit derivatives and securitisation, adjusting exposure without waiting for facilities to mature.

How does systematic credit risk differ from diversifiable risk?

Systematic risk comes from economy-wide factors (a KES depreciation, an interest rate shock, a broad slowdown) that hit most borrowers at once. Diversification cannot eliminate it. Diversifiable risk is borrower- or sector-specific, and spreading exposure across uncorrelated borrowers and sectors can meaningfully reduce it.

What is overtrading, and why can it sink a profitable business?

Growing sales beyond what the business's working capital and financing base can support. Cash is tied up in inventory and receivables faster than collections bring it in, so a profitable business can still fail from cash flow strain.

How is a project's Debt Service Coverage Ratio worked out, and what does 1.50x mean?

DSCR = cash flow available for debt service / debt service due (principal plus interest). Example: KES 45,000,000 / KES 30,000,000 = 1.50x, so the project generates 1.5 times the cash it needs for its debt. Lenders typically require a minimum, commonly around 1.2x to 1.3x for infrastructure, throughout the tenor.

What is the Expected Loss formula? Work it for EAD KES 10,000,000, PD 4% and LGD 45%.

EL = PD x LGD x EAD. 10,000,000 x 0.04 x 0.45 = KES 180,000. This is the average loss the bank should expect on the exposure, the figure provisioning is built to anticipate.

What four components does a risk-based loan price build up from?

1. A base (funding cost) rate. 2. A credit risk margin, compensating for Expected Loss. 3. A capital charge, compensating for the economic capital the facility consumes. 4. An operating margin.

What is the core idea of the Merton model, and what kind of model is it?

It treats a firm's equity as a call option on its assets: default occurs when asset value falls below the firm's debt obligations. It is the foundational structural credit risk model, deriving default from the firm's capital structure.

What shift did IFRS 9 make in credit loss provisioning?

From IAS 39's incurred-loss model, which waited for objective evidence of impairment, to a forward-looking expected credit loss model. Losses are recognised earlier from PD, LGD and EL estimates, with lifetime expected losses for deteriorated exposures. Kenyan banks have adopted it.

What do credit derivatives let a lender do that selling the loan does not?

Instruments such as credit default swaps transfer credit risk to another party without transferring the underlying asset. The lender can hedge a concentrated exposure while keeping the client relationship. Selling the loan typically hands over the relationship too.

What is perfection of security, and why does it matter?

The legal steps that make security enforceable against third parties, such as registering a charge under the Movable Property Security Rights Act or a land charge under the Land Registration Act. It secures the lender's priority on default. Unperfected security can rank behind other creditors or be void against a liquidator.

Why is a credit portfolio's return profile asymmetric compared with an equity portfolio's?

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What three roles can a credit portfolio management function play?

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What holds back active credit portfolio management in Kenya?

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What is concentration risk, and what CBK rules constrain it?

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What does credit portfolio beta measure?

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How is the Herfindahl-Hirschman Index worked out for sector shares of 40%, 30%, 20% and 10%?

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How does working capital financing differ from fixed capital financing?

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Why should a working capital facility be sized to the borrower's actual peak need?

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Name the four working capital risks.

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How does credit risk differ between a project's construction and operational phases?

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What are the main project finance credit risks?

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How can a lender mitigate project finance credit risk?

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Why is portfolio PD not simply the average of obligors' PDs?

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What is Loss Given Default?

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How do Expected Loss and Unexpected Loss differ, and what covers each?

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What is economic capital, and how does it relate to regulatory capital?

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What is the difference between firm-level and portfolio-level provisioning?

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What factors drive the price of a credit facility?

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What was the Kenya Banks' Reference Rate, and what replaced it?

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What is RORAC? Compare Facility A (return KES 2,000,000, capital KES 10,000,000) with B (KES 3,000,000, KES 20,000,000).

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How does RANPV differ from NPV as a facility pricing method?

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Why is Monte Carlo simulation used in credit portfolio modelling?

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How do structural and reduced-form credit models differ?

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How do conditional and unconditional default models differ?

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What do Moody's KMV and CreditMetrics each do?

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Why was Basel I criticised?

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What are Basel II's two approaches to credit risk, and which do Kenyan banks generally use?

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What were the three main criticisms of Basel II?

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What did Basel III add to Basel II?

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What concern do the 'Basel IV' reforms address?

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How does traditional credit risk diversification differ from modern diversification?

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What does trading credit assets achieve, and what limits it in Kenya?

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What is credit insurance, and where is it used most?

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What are the attributes of good security?

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EAD is KES 5,000,000, secured by collateral worth KES 3,000,000 that recovers 80% on forced sale. What is the LGD?

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How do covenants and security work together?

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What are the three stages on the road to a credit crisis?

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Where did the 2008 credit crisis begin, and what did the models get wrong?

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What are the four lessons of the 2008 credit crisis?

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What three kinds of analysis does a credit exposure case study ask for?

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What does credit portfolio management give a lender that loan-by-loan assessment does not?

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Why is concentration risk treated as a third category, not just a form of diversifiable risk?

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How can a lender mitigate working capital credit risk?

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Why does project finance credit assessment centre on cash flow forecasting rather than historical financial statements?

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What is the IACPM, and why does it matter to Kenyan banks?

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What does taking security cost a lender, and what should that cost be weighed against?

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What does realising security involve, and what law governs it in Kenya?

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What were the consequences of the 2008 credit crisis, and how did they reach Kenya?

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Why did Gaussian-copula-based models understate the risk in mortgage-backed exposures before 2008?

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A KES 200,000,000 facility to a manufacturer has PD 5% and LGD 45%, in a book already 40% in manufacturing. What is its Expected Loss, and what does that figure miss?

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What is a stress test, and what gap does it fill that VaR leaves?

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Distinguish sensitivity analysis from scenario analysis in credit portfolio management.

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What is a reverse stress test, and why is it valuable?

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What is enterprise-wide stress testing, and why do banks apply it?

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Why does a stress scenario squeeze a bank's capital ratio from both sides?

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Why did Silicon Valley Bank fail in March 2023?

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What is a bank run, and why can it bring down a solvent bank?

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Why did SVB's bond losses not appear in its reported capital, and why did that stop mattering?

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Besides falling bond prices, what warning indicators of a run should a supervisor track?

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Name measures a bank like SVB could have taken to reduce the risk of a run.

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List sources of funding a bank can turn to in a liquidity squeeze.

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