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Basel ii in the United States of America
From the Basel ii Compliance Professionals Association (BCPA), the largest association of Basel ii Professionals in the world
 
Final Rule, USA: Risk-Based Capital Standards: Advanced Capital Adequacy Framework — Basel II
 
Supervisory mapping function
 
The proposed rule provided banks two methods of generating LGD estimates for wholesale exposures and retail segments.
 
First, a bank could use its own estimates of LGD for a subcategory of exposures if the bank had prior written approval from its primary Federal supervisor to use internal estimates for that subcategory of exposures.
 
In approving a bank’s use of internal estimates of LGD, a bank’s primary Federal supervisor would consider whether the bank’s internal estimates of LGD were reliable and sufficiently reflective of economic downturn conditions.
 
The supervisor would also consider whether the bank has rigorous and well-documented policies and procedures for identifying economic downturn conditions for the exposure subcategory, identifying
material adverse correlations between the relevant drivers of default rates and loss rates given default, and incorporating identified correlations into internal LGD estimates.
 
If a bank had supervisory approval to use its own estimates of LGD for an exposure subcategory, it would use its own estimates of LGD for all exposures within that subcategory.
 
As an alternative to internal estimates of LGD, the proposed rule provided a supervisory mapping function for converting ELGD into LGD for risk-based capital purposes.
 
A bank that did not qualify to use its own estimates of LGD for a subcategory of exposures would instead compute LGD using the linear supervisory mapping function:
 
LGD = 0.08 + 0.92 x ELGD.
 
A bank would not have to apply the supervisory mapping function to repo-style transactions, eligible margin loans, and OTC derivative contracts (defined below in section V.C. of this preamble).
 
The agencies proposed the supervisory mapping function because of concerns that banks may find it difficult to produce internal estimates of LGD that are sufficient for risk-based capital purposes because LGD data for
important portfolios may be sparse, and there is limited industry experience with incorporating downturn conditions into LGD estimates.
 
The supervisory mapping function provided a pragmatic methodology for banks to use while refining their LGD estimation techniques.
 
In general, commenters viewed the supervisory mapping function as a significant deviation from the New Accord that would add unwarranted prescriptiveness and regulatory burden to the U.S. rule. Commenters requested more flexibility to address problems with LGD estimation, including the ability to apply appropriate margins of conservatism as contemplated in the New Accord.
 
Commenters expressed concern that U.S. supervisors would employ an unreasonably high standard for allowing own estimates of LGD, forcing banks to use the supervisory mapping function for an extended
period of time.
 
Commenters also expressed concern that supervisors would view the output of the supervisory mapping function as a floor on internal estimates of LGD.
 
Commenters asserted that in both cases risk-based capital requirements would be increased at U.S. banks relative to their foreign competitors, particularly for high-quality assets, putting U.S. banks at a competitive disadvantage to foreign banks.
 
In particular, many commenters viewed the supervisory mapping function as overly punitive for exposure categories with relatively low loss severities, effectively imposing an 8 percent floor on LGD.
 
Commenters also objected to the proposed requirement that a bank use the supervisory mapping function for an entire subcategory of exposures even if it had difficulty estimating LGD only for a small subset of those
exposures.
 
The agencies continue to believe that the supervisory mapping function is a reasonable aid for dealing with problems in LGD estimation.
 
The agencies recognize, however, that there may be several valid methodologies for addressing such problems.
 
For example, a relative scarcity of historical loss data for a particular obligor or exposure type may be addressed by increased reliance on alternative data sources and data enhancing tools for quantification and alternative techniques for validation.
 
In addition, a bank should reflect in its estimates of risk parameters a margin of conservatism that is
related to the likely range of uncertainty.
 
These concepts are discussed below in the quantification principles section of the preamble.
 
Therefore, the agencies are not including the supervisory mapping function in the final rule.
 
However, the agencies continue to believe that the function (and associated estimation of the long-run default-weighted average economic loss rate given default within a one-year horizon) is one way a bank could address difficulties in estimating LGD.
 
However it chooses to estimate LGD, a bank’s estimates of LGD must be reliable and sufficiently reflective of economic downturn conditions, and the bank should have rigorous and well-documented policies and procedures for identifying economic downturn conditions for each exposure subcategory, identifying changes in material adverse relationships between the relevant drivers of default rates and loss rates given
default, and incorporating identified relationships into LGD estimates.
 
 

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