IFRS 9
Relaxing the assumption of conditional independence in an asymptotic single risk factor model
Within the framework of dynamic credit provisioning and stress testing, this paper shows how conditional correlation impacts an asymptotic single risk factor model.
Stage fright: lenders still struggling with IFRS 9 transitions
Divergence in how banks move loans between stages of impairment prompts regulators to push for more homogenous approach
How a ‘sushi circle’ approach can improve credit risk management
AI can help banks shift from manual corporate loan reviews to continuous, digitised risk monitoring, as four practitioners explain
European regulators turn up the heat on IFRS 9 model overlays
After warnings from EBA and BoE, risk managers urge ‘soul-searching’ on post-model adjustments
Rabobank cuts back on ECL overlays
Improved backtesting performance reduces add-ons to allowances to lowest in five years
Navigating IFRS 9: strategies for effective implementation, and what comes next
A recent webinar focused on the Apac region, sponsored by SAS and Intel, explored the key challenges of implementing IFRS 9, the insights gained from the process and what the next stages might involve. This article explores the main themes covered in the…
Did US hedge accounting rules contribute to SVB’s recklessness?
Hedging and directional risk-taking was a problem, but FASB regime may have complicated matters
SVB opens floodgates on liquidity buffers debate
European regulator says HQLAs should be booked at fair value, but not everyone agrees
HSBC’s quarterly UK provisions rose 111% in Q3
Uncertainty around interest rates and political stability reflected in model overlays
EBA to scrutinise banking book models amid macro turmoil
Banking regulator raises concerns as bankers doubt their IFRS 9 and IRRBB models
IFRS 9 solution of the year: Moody’s Analytics
Asia Risk Awards 2022
EU banks add overlays as crises evade modelling
Lenders buttress provisions against unpredictable fallout from Russia's invasion of Ukraine
ECL model forecasts are off-target, researchers find
Anticipated slowdown will be first major test for new generation of expected credit loss models
Stressing of migration matrixes for International Financial Reporting Standard 9 and Internal Capital Adequacy Assessment Process calculations
This paper demonstrates that correlation estimates are sensitive to model assumptions and estimation methodology by comparing three methods used to stress rating transition matrixes.
Net-zero pledges bring big unknown for credit risk
Uncertainty on how governments plan to curb emissions adds political dimension to credit quality assessments
Rabobank’s shaky loans up 35% on emissions cut plans
Bank says Dutch government proposal to reduce pollution from livestock farming risks making loans unviable
Banks temper credit loss models by editing Covid narrative
Faced with geopolitical chaos and signs of recession, expected credit loss models need to adapt fast
‘Are we nearly there yet?’ Banks navigate ESG loan accounting
Lenders ask standards boards for guidance on how rules should be applied
ING takes €1.6bn capital hit on Russia exposures
Bank adds €834 million of provisions and takes €9 billion of new credit RWAs
Modeling credit risk in the presence of central bank and government intervention
In this paper a simple approach for including central bank and government intervention in credit models is developed and illustrated using the Fed’s data for the CCAR 2021 stress test.
New model simplifies loan-loss forecasts. Some say it’s too simple
Modelling approach devised by Commerzbank quant promises to ease computational burden, but may not suit complex portfolios