xmlns:atom="http://www.w3.org/2005/Atom"

ANNEX VIIINTERNAL RATINGS BASED APPROACH

PART 4Minimum requirements for IRB Approach

2.RISK QUANTIFICATION

2.2.Overall requirements for estimation

2.2.2.Requirements specific to own-LGD estimates
73.Credit institutions shall estimate LGDs by facility grade or pool on the basis of the average realised LGDs by facility grade or pool using all observed defaults within the data sources (default weighted average).
74.Credit institutions shall use LGD estimates that are appropriate for an economic downturn if those are more conservative than the long-run average. To the extent a rating system is expected to deliver realised LGDs at a constant level by grade or pool over time, credit institutions shall make adjustments to their estimates of risk parameters by grade or pool to limit the capital impact of an economic downturn.
75.A credit institution shall consider the extent of any dependence between the risk of the obligor with that of the collateral or collateral provider. Cases where there is a significant degree of dependence shall be addressed in a conservative manner.
76.Currency mismatches between the underlying obligation and the collateral shall be treated conservatively in the credit institution's assessment of LGD.
77.To the extent that LGD estimates take into account the existence of collateral, these estimates shall not solely be based on the collateral's estimated market value. LGD estimates shall take into account the effect of the potential inability of credit institutions to expeditiously gain control of their collateral and liquidate it.
78.To the extent that LGD estimates take into account the existence of collateral, credit institutions must establish internal requirements for collateral management, legal certainty and risk management that are generally consistent with those set out in Annex VIII, Part 2.
79.To the extent that a credit institution recognises collateral for determining the exposure value for counterparty credit risk according to Annex III, Part 5 or 6, any amount expected to be recovered from the collateral shall not be taken into account in the LGD estimates.
80.For the specific case of exposures already in default, the credit institution shall use the sum of its best estimate of expected loss for each exposure given current economic circumstances and exposure status and the possibility of additional unexpected losses during the recovery period.
81.To the extent that unpaid late fees have been capitalised in the credit institution's income statement, they shall be added to the credit institution's measure of exposure and loss.
Exposures to corporates, institutions and central governments and central banks
82.Estimates of LGD shall be based on data over a minimum of five years, increasing by one year each year after implementation until a minimum of seven years is reached, for at least one data source. If the available observation period spans a longer period for any source, and the data is relevant, this longer period shall be used.
Retail exposures
83.Notwithstanding point 73, LGD estimates may be derived from realised losses and appropriate estimates of PDs.
84.Notwithstanding point 89, credit institutions may reflect future drawings either in their conversion factors or in their LGD estimates.
85.For purchased retail receivables credit institutions may use external and internal reference data to estimate LGDs.
86.Estimates of LGD shall be based on data over a minimum of five years. Notwithstanding point 73, a credit institution needs not give equal importance to historic data if it can demonstrate to its competent authority that more recent data is a better predictor of loss rates. Member States may allow credit institutions to have, when they implement the IRB Approach, relevant data covering a period of two years. The period to be covered shall increase by one year each year until relevant data cover a period of five years.