Related provisions for IFPRU 4.10.4
1 - 11 of 11 items.
Article 169(3) of the EU CRR allows the use of direct estimates of PDs, although such a measure could be assessed over a variety of different time horizons which the EU CRR does not specify. Accordingly, the FCA considers that it acceptable in principle to use methodologies of this type in lieu of estimation of long-run averages for the grade/pool/score of the underlying rating system, where the following conditions are met. Meeting these conditions requires a firm using the
The FCA considers that, until more promising account level arrears data is collected, enabling firms to better explain the movement in their arrears rate over time, the likelihood of firms being able to develop a compliant variable scalar approach for non-mortgage retail portfolios is low. This is because of the difficulty that firms have in distinguishing between movements in default rates that result from cyclical factors and those that result from non-cyclical reasons for these
The FCA considers that one variable scalar approach, potentially compliant with the four principles in IFPRU 4.6.5 G, could involve:(1) segmenting a portfolio by its underlying drivers of default risk; and(2) estimating separate long-run default rates for each of these segmented pools.
To the extent that the basis of segmentation is not sufficient completely to explain movements in non-cyclical default risk, the long-run default rate for that segment will not be stable (eg, a change in the mix of the portfolio within the segment could change the long-run default rate). In such cases, the FCA would expect a firm to make a conservative compensating adjustment to the calibration of the long-run average PD for the affected segments and be able to demonstrate that
The FCA expects a firm to review and amend as necessary the long run default rate to be applied to each segment on a regular (at least an annual) basis. When reviewing the long run default rate to be applied to each segment, the FCA expects a firm to consider the extent to which:(1) realised default rates are changing due to cyclical factors and the scaling factors needs to be changed;(2) new information suggests that both the PiT PDs and the long run PDs should be changed; and(3)
The FCA expects that, over time, the actual default rates incurred in each segment would form the basis of PD estimates for the segments. However, at the outset, the key calibration issue is likely to be the setting of the initial long-run default rate for each segment, as this will underpin the PD of the entire portfolio for some years to come. A firm should apply conservatism in this area and this is something on which the FCA is likely to focus on in model reviews.
A firm should put in place a governance process to provide a judgemental overlay to assess its choices of segments, PD estimates and scalars, both initially and on a continuing basis. Moreover, where the basis of its estimation is a formulaic approach, the FCA considers that the act of either accepting or adjusting the estimate suggested by the formula would represent the exercise of judgement.
The FCA expects a firm to consider the following issues when seeking to apply a variable scalar approach for UK mortgages:(1) in respect of Principle 2 (IFPRU 4.6.5 G), the commonly used Council for Mortgage Lenders database was based on arrears data and not defaults during a period, and the use of these data without further analysis and adjustment can undermine the accuracy of any calculations; and(2) in respect of Principle 3 (IFPRU 4.6.5 G), the historical data time period
The FCA expects a firm that is including mortgage arrears data as a proxy for default data to:(1) carry out sensitivity analysis identifying the circumstances in which the assumption that arrears may be used as a proxy for default would produce inaccuracy in long-run PD estimates;(2) set a standard for what might constitute a potentially significant level of inaccuracy, and demonstrate why, in practice, the use of this proxy would not result in any significant inaccuracy;(3) establish
When using historical mortgage data as a key input into variable scalar models, the FCA expects a firm to:(1) carry out sensitivity analysis identifying the implications of using different cut-off dates for the start of the reference data set; and(2) justify the appropriateness of its choice of cut-off date.
Where a firm has not chosen to apply the definition of default at the level of an individual credit facility in accordance with article 178(1) of the EU CRR, the FCA expects it to ensure that the PD associated with unsecured exposures is not understated as a result of the presence of any collateralised exposures.
Where a firm chooses to apply the definition of default at the level of an individual credit facility, in accordance with article 178(1) of the EU CRR, and a customer has defaulted on a facility, then default on that facility is likely to influence the PD assigned to that customer on other facilities. The FCA expects a firm to take this into account in its estimates of PD (see article 178(1) of the EU CRR).
To ensure that a rating system provides a meaningful differentiation of risk and accurate and consistent quantitative estimates of risk, the FCA expects a firm to develop country-specific mid-market PD models. Where a firm develops multi-country mid-market PD models, the FCA expects the firm to be able to demonstrate that the model rank orders risk and predicts default rates for each country where it is to be used for own funds requirements calculation.
The FCA expects a firm to estimate PD for a rating system in line with this section where the firm's internal experience of defaults for that rating system was 20 defaults or fewer, and reliable estimates of PD cannot be derived from external sources of default data, including the use of market price-related data. In PD estimation for all exposures covered by the rating system, the FCA expects the firm to:(1) use a statistical technique to derive the distribution of defaults implied
In respect of data inputs, the testing for accuracy of data (including the reconciliation referred to above) should be sufficiently detailed so that, together with other available evidence, it gives reasonable assurance that data input into the rating system is accurate, complete and appropriate. The FCA considers that input data fails to meet the required standard if it gives rise to a serious risk of material misstatement in the own funds requirement either immediately or s
For the FCA to be satisfied that a firm documents its ratings systems appropriately, in accordance with article 144(1)(e) of the EU CRR, it would expect a firm to be able to demonstrate that it has an appropriate policy for any ratings system in relation to:(1) any deficiencies caused by its not being sensitive to movements in fundamental risk drivers or for any other reason;(2) the periodic review and action in the light of such review;(3) providing appropriate internal guidance
To demonstrate that rating systems provide for meaningful assessment, the FCA expects that a firm's documentation relating to data should include clear identification of responsibility for data quality. A firm should set standards for data quality, aim to improve them over time and measure its performance against those standards. Furthermore, a firm should ensure that its data is of high enough quality to support its risk management processes and the calculation of its own funds
To estimate PDs that are long run averages of one-year default rates for obligor grades or pools, the FCA expects a firm to estimate expected default rates for the grade/pool over a representative mix of good and bad economic periods, rather than simply taking the historic average of default rates actually incurred by the firm over a period of years. The FCA expects that a long run estimate would be changed when there is reason to believe that the existing long run estimate is
To demonstrate compliance with article 144(1) of the EU CRR, the FCA expects a firm to take into account the following factors in understanding differences between their historic default rates and their PD estimates, and in adjusting the calibration of their estimates as appropriate:(1) the rating philosophy of the system and the economic conditions in the period over which the defaults have been observed;(2) the number of defaults, as a low number is less likely to be representative
To demonstrate that a rating system provides for a meaningful differentiation of risk and accurate and consistent quantitative estimates of risk, the FCA expects a firm would have regard to the sensitivity of the rating to movements in fundamental risk drivers, in assigning exposures to grades or pools within a rating system (see article 171 of the EU CRR).
(1) Where the firm's rating systems are used on a unified basis under article 20(6) of the EU CRR, the FCA considers that the governance requirements in article 189 of the EU CRR can only be met if the subsidiaries have delegated to the governing body or designated committee of the EEA parent institution, EEA parent financial holding company or EEA parent mixed financial holding company responsibility for approval of the firm's rating systems.(2) The FCA expects an appropriate
(1) The FCA may permit the exemption of exposures to sovereigns and institutions under article 150(1)(a) and (b) of the EU CRR respectively only if the number of material counterparties is limited and it would be unduly burdensome to implement a rating system for such counterparties.(2) The FCA considers that the 'limited number of material counterparties' test is unlikely to be met if for the UK group total outstandings to 'higher risk' sovereigns and institutions exceed either
The FCA expects a firm to ensure that all documentation relating to its rating systems (including any documentation referenced in this chapter or required by the EU CRR that relate to the IRB approach) is stored, arranged and indexed in such a way that it could make them all, or any subset thereof, available to the FCA immediately on demand or within a short time thereafter.
The FCA expects a firm to have a validation process that includes the following:(1) standards of objectivity, accuracy, stability and conservatism that it designs its ratings systems to meet and processes that establish whether its rating systems meet those standards;(2) standards of accuracy of calibration (ie, whether outcomes are consistent with estimates) and discriminative power (ie, the ability to rank-order risk) that it designs its rating systems to meet and processes
The FCA expects a firm to be able to explain the performance of its rating systems against its chosen measure (or measures) of discriminative power. In making this comparison, a firm should rely primarily on actual historic default experience where this is available. In particular, the FCA expects a firm to be able to explain the extent of any potential inaccuracy in these measures, caused, in particular, by small sample size and the potential for divergence in the future, whether
In the case of a portfolio for which there is insufficient default experience to provide any confidence in statistical measures of discriminative power, the FCA expects a firm to use other methods. For example, analysis of whether the firm's rating systems and an external measurement approach (eg, external ratings) rank common obligors in broadly similar ways. Where such an approach is used, the FCA would expect a firm to ensure it does not systematically adjust its individual
Notification under IFPRU 4.12.1 G should include sufficient information to enable the FCA to assess whether the possible reduction in RWEA which would be achieved by the securitisation is justified by a commensurate transfer of credit risk to third parties. The FCA expects this to include the following:(1) details of the securitisation positions, including rating, exposure value and RWEA broken down by securitisation positions sold and retained;(2) key transaction documentation
The FCA expects that a firm will be compliant with the validation requirements only where1it can demonstrate, in respect of discriminatory power, that:11(1) appropriate minimum standards that the rating system is expected to reach are defined, together with reasoning behind the adoption of such standards and that the factors considered when determining the tests are clearly documented;(2) an objective rank-ordering metric, measured using an appropriate time horizon (eg, using
The FCA expects that a firm will be compliant with the validation requirements only where1it can demonstrate in respect of the calibration that:11(1) observed default rate versus PD is considered at grade level and across a range of economic environments (ie, as long as period as possible);(2) where the PD does not relate to a pure point-in-time estimate, either the PD or the observed default rate is transformed such that comparison between the two is meaningful. This transformation
The FCA expects that if a firm ordinarily assigns exposures in the corporate, institution or central government and central bank exposure classes to a member of a group, substantially on the basis of membership of that group and a common group rating, and the firm does so in the case of a particular obligor group, the firm should consider whether members of that group should be treated as a single obligor for the purpose of the definition of default in article 178(1) of the EU
The FCA would not expect a firm to treat an obligor as part of a single obligor under IFPRU 4.5.1 G if the firm rates its exposures on a standalone basis or if its rating is notched. (For these purposes, a rating is notched if it takes into account individual risk factors or otherwise reflects risk factors that are not applied on a common group basis.) Accordingly, if a group has two members which are separately rated, the FCA will not expect that the default of one will necessarily
If the availability of a facility is subject to a further credit assessment by the firm, an EAD/CF may not be required. However, the FCA expects this to be the case only if the subsequent credit assessment was of substantially equivalent rigour to that of the initial credit approval and if this includes a re-rating or a confirmation of the rating of the borrower.
Table of application, notification, vetting and other fees payable to the FCA3231Part 1: Application, notification and vetting fees3131(1) Fee payer(2) Fee payable (£)37Due date(a) Any applicant for Part 4A permission (including an incoming firm applying for top-up permission) whose fee is not payable pursuant to sub- paragraph (zza)52 of this table26(1) Unless (2),41 (3) or (4)41 applies, in1 respect of a particular application, the highest of the tariffs set out in FEES 3 Annex