Basel II - Internal Ratings Based (IRB) Approach

This approach involves assigning risk weights based on the internal rating of the borrowers. The ratings exercise must fulfill certain criteria to the satisfaction of the regulator. There are two options available. They are Foundation approach and Advanced Approach.

In the IRB approaches, the bank’s internal assessment of key risk parameters serves as the primary input to capital computation. The key features of this approach are:

  • Capital charge computation is dependent on probability of default (PD), Loss given at default (LGD), exposure at default (ED) and effective maturity (M).

  • The IRB approach computes the capital requirement of each exposure directly.

  • Banks need to categorize banking book exposures into broad classes of assets. The classes of assets are corporates, sovereigns, banks, retail and equity. Within corporates and retail, there are sub-clauses, which are separately identified.

  • Risk weighted assets are derived from the capital charge computation. Banks must use the risk weight functions provided by Basel II.

  • IRB approach does not allow banks to determine all elements.

  • Foundation and Advanced approaches differ primarily in terms of the inputs that are provided by the bank on its own estimates and those that are specified by the supervisor.

  • Under the Foundation approach, as a general rule, banks provide their own estimates of PD – probability of default and rely on supervisory estimates for other risk components.

  • Under the advanced approach, banks provide more of their own estimates of PD, LGD, EAD and M.

  • Banks adopting IRB approach are expected to continue to use the same. A voluntary return to earlier or lower approach is permitted only in exceptional cases with prior permission from the supervisor.

The four input parameters for IRB approaches are summarized below:

Input ParameterFoundation IRBAdvanced IRB
Probability of default (PD)Provided by bank based on own estimatesProvided by bank based on own estimates
Loss given default (LGD)Supervisory values set by the CommitteeProvided by bank based on own estimates
Exposure at default (EAD)Supervisory values set by the CommitteeProvided by bank based on own estimates
MaturitySupervisory values set by the Committee
or
At national discretion, provided by bank based on own estimates (with an allowance to exclude certain exposures)
Provided by bank based on own estimates (with an allowance to exclude certain exposures)

This approach involves assigning risk weights based on the internal rating of the borrowers. The ratings exercise must fulfill certain criteria to the satisfaction of the regulator. There are two options available. They are Foundation approach and Advanced Approach.

In the IRB approaches, the bank’s internal assessment of key risk parameters serves as the primary input to capital computation. The key features of this approach are:

  1. Capital charge computation is dependent on probability of default (PD), Loss given at default (LGD), exposure at default (ED) and effective maturity (M).

  2. The IRB approach computes the capital requirement of each exposure directly.

  3. Banks need to categorise banking book exposures into broad classes of assets. The classes of assets are corporates, sovereigns, banks, retail and equity. Within corporates and retail, there are sub-clauses, which are separately identified.

  4. Risk weighted assets are derived from the capital charge computation. Banks must use the risk weight functions provided by Basel II.

  5. IRB approach does not allow banks to determine all elements.

  6. Foundation and Advanced approaches differ primarily in terms of the inputs that are provided by the bank on its own estimates and those that are specified by the supervisor.

  7. Under the Foundation approach, as a general rule, banks provide their own estimates of PD – probability of default and rely on supervisory estimates for other risk components.

  8. Under the advanced approach, banks provide more of their own estimates of PD, LGD, EAD and M.

  9. Banks adopting IRB approach are expected to continue to use the same. A voluntary return to earlier or lower approach is permitted only in exceptional cases with prior permission from the supervisor.

Finance Train Premium
Accelerate your finance career with cutting-edge data skills.
Join Finance Train Premium for unlimited access to a growing library of ebooks, projects and code examples covering financial modeling, data analysis, data science, machine learning, algorithmic trading strategies, and more applied to real-world finance scenarios.
I WANT TO JOIN
JOIN 30,000 DATA PROFESSIONALS

Free Guides - Getting Started with R and Python

Enter your name and email address below and we will email you the guides for R programming and Python.

Saylient AI Logo

Accelerate your finance career with cutting-edge data skills.

Join Finance Train Premium for unlimited access to a growing library of ebooks, projects and code examples covering financial modeling, data analysis, data science, machine learning, algorithmic trading strategies, and more applied to real-world finance scenarios.