Credit Risk Assessment Framework

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Presentation transcript:

Credit Risk Assessment Framework

Credit Risk Assessment Framework A consistent, transparent and dynamic approach driven by LME Clear’s credit judgement to 1) Assess, 2) Quantify and 3) Monitor, the level of credit risk LMEC is materially exposed to from each counterparty it deals with. The assessment framework will drive member limit setting, collateral and investment decisions, with the goal to prevent credit loss.

Credit Scorecard Model Process Economic Risk Industry Risk Financial Risk Qualitative Overlay Credit Score Credit Rating

Credit Analyst Review Rationalise counterparty risk against relationship type Identify Counterparty Specific Key Risks Justify model factors and confirm credit rating from scorecard Provides a full audit trail of the credit assessment process and decision Exposure - Rationalise and Recommendation. Assessment of key Risks – Likelihood and Impact rating for each identified risk, EWI Monitoring Rating Profile – Rating history and trend. LME Relationship – Strategy and Products. Group/Counterparty Description – Legal Structure. Sector Exposure – Sector risks. Peer Group – Relative analysis , business position. WWR – Identify wrong way risk it present. Key Risks/Ratings/Relationship Strategy Counterparty Profile Profitability/ Cash Generation – Assessment of financials. Asset Quality – Assessment of asset quality Capitalisation/Liquidity – Assessment of capital and liquidity position. Forecast financials under counterparty specific stress - Assess vulnerability to firm specific risks. Forecast financials under macro stress - Assess vulnerability to macro risks. Financial Analysis Sensitivity/Stress Scenario Final Credit Rating/LME Credit Rating Bands

Early Warning Indicators (EWI) Identify and monitor credit deterioration for both public and private counterparties based on real time market information Market Indicators Public companies Private companies External Rating Agency Downgrades Market data: CDS prices Expected Default Frequency (Moody’s EDF) 3. Firm Specific Factors. Firm Specific Factors - Market factors identified in the credit analyst review to be highly correlated to the credit performance of individual counterparties. Data sourced from Moody’s KMV (EDF), Markit (CDS), Bloomberg (Other Market Data), External Rating Agencies Internal EWI Model Calibration Determine the appropriateness of each market instrument as a measure of credit quality. Credit Cycle Time Series Analysis Set EWI triggers to generate the optimal level of warnings with the least amount of “false alarms” Optimisation Calibrate to our portfolio characteristics and ensure effectiveness. Sensitivity Analysis