Impact Modelling of input projections provided by the EBA on bank-specific Interest Rate Risk factors for a UK based Investment Bank
Client : UK Investment Bank
Objective
To model the impact of input projections provided by the EBA on bank-specific Interest Rate risk factors for a U.K. investment bank.
CRISIL's Solution
- Measured 14 different types of IR risk factors, including Swap, Treasury, Repo, OIS, Money Market, Swaption Vols and others
- Employed PCA to elicit the key driver variables with a high degree of correlation, such as term structure of interest rates, implied vols, etc.
Client Impact
- CRISIL's models enhanced the Investment Bank's out-of-sample performance in propagating EBA shocks compared to the benchmark models (panel regression)
- Reduced need for data collection (for factor proxies) and overhead calculation related to panel regression
- Modelling time reduced from hours to a few minutes