Modelling default rate dynamics in the CreditRisk+ framework
When using conditional independence frameworks such as CreditRisk+, identifying multiple sectors that embody systematic factors can be a challenge. Leif Boegelein, Alfred Hamarle, Robert Rauhmeier and Harald Scheule show how the technique of seemingly unrelated regressions can be used for sector analysis, when applied to very large SME (small and medium-size enterprise) portfolios
Only users who have a paid subscription or are part of a corporate subscription are able to print or copy content.
To access these options, along with all other subscription benefits, please contact info@risk.net or view our subscription options here: http://subscriptions.risk.net/subscribe
You are currently unable to print this content. Please contact info@risk.net to find out more.
You are currently unable to copy this content. Please contact info@risk.net to find out more.
Copyright Infopro Digital Limited. All rights reserved.
As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (point 2.4), printing is limited to a single copy.
If you would like to purchase additional rights please email info@risk.net
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (clause 2.4), an Authorised User may only make one copy of the materials for their own personal use. You must also comply with the restrictions in clause 2.5.
If you would like to purchase additional rights please email info@risk.net
More on Risk management
Banks are automating GenAI testing, but scope varies widely
Risk Benchmarking: LLM-as-judge offers model testing at scale, but few lenders use it to facilitate autonomous sign-off
Op risk data: Pentwater pays up for taking Avis shares for a spin
Also: Romania’s Robor cop gets tough on benchmark rigging; Wamco’s cherry-picking squashed. Data by ORX News
How US regulators could stop management driving Camels
Supporters flag disconnect from other indicators; critics fear early warnings will go unnoticed
Model Risk Benchmarking 2026: explore the data
View interactive charts from Risk.net’s 44-bank study, covering model inventories, resourcing, GenAI governance, validation and regulation
A third of banks do not maintain logs for GenAI models
Risk Benchmarking study finds few banks review prompt logs systematically, with larger firms focusing on higher risk use cases
Few banks formally evaluate GenAI human-in-the-loop controls
Risk Benchmarking: G-Sibs and challengers use tools to test controls efficacy; others rely on judgement
From gatekeeper to coach: model risk bids to reinvent itself
Model Risk Benchmarking data reveals a function in flux, grappling with resource cuts, AI models, regulatory divergence
CFTC backs clearing exemption for risk reduction runs
CCP sources concerned about switch to bilateral trades, as other regulators also soften rules