Modelling
Fuzzy data stalls ESG alpha hunt
Quants searching for ESG signals have reached very different conclusions. Mostly they blame the data
CECL models may leave banks ill-prepared for next downturn
Mortgage backtest study shows some loan-loss models miss the mark
Credit risk – The bank data challenge in frontier markets
As the regulatory net tightens, banks working in and across frontier regions are under pressure to source and maintain more accurate data in the assessment of counterparty credit risk, but some are investing in tools to tackle the problem
Risk weight tweak could fix IFRS 9 capital clash – research
Practitioner suggests way to cancel out double-counting of Basel credit loss provisions
Quant funds look to AI to master correlations
Machine learning shows promise in grouping assets better, predicting regime shifts
Dark materials: how one academic is delving into data
David Hand shines a light on dark data and the dangers of distortion by absence
How AI can automate model validation testing and continuous monitoring
As the business environment becomes more complex – and as regulatory scrutiny increases – it has never been more crucial for financial institutions to ensure their models are robust and fit for purpose.
Initial margin – A regulatory bottleneck
With the recent announcement of an extended preparation period for those smaller entities needing to post initial margin under the uncleared margin rules, the new timetable could cause a bottleneck for firms busy repapering derivatives contracts linked…
IM phase five – Smaller on bang, bigger on complexity
The initial margin ‘big bang’ may have been reined in by last-minute relief, but dealers aiming to get hundreds of buy-side firms over the documentation finish line by September 1, 2020 fear a compliance bottleneck
Climate risk-weighting: the devil and the deep blue sea
Should capital charges be calibrated to climate risk? European banks test the waters
Rising star in quant finance: Blanka Horvath, Aitor Muguruza and Mehdi Tomas
Risk Awards 2020: New machine learning techniques bring ‘rough volatility’ models to life
The Fundamentals of market risk rules
With the 2022 Fundamental Review of the Trading Book (FRTB) deadline looming, banks are fast coming to grips with the amount of work still to be done to achieve a successful implementation
When the data’s not there, expert-led models could help
Missing data is a problem. Expert elicitation taps the knowledge of many, say consultants
Competitive differentiation – Reaping the benefits of XVA centralisation
A forum of industry leaders discusses the latest developments in XVA and the strategic, operational and technological challenges of derivatives valuation in today’s environment, including the key considerations for banks looking to move to a standardised…
Sandbar's focus on idiosyncratic factors sets it apart from its peers in equity market‑neutral
With investors sometimes struggling to find hedge funds that deliver uncorrelated, consistent returns, Sandbar Asset Management stands out from its peers. Its success in running an equity market-neutral strategy is a reflection of its founder and chief…
The theoretical foundations of XVAs
Bloomberg analyses the theoretical basis of XVAs, focusing on the works and findings of its head of quantitative XVA analytics, Mats Kjaer, who emphasises the role of the capital valuation adjustment as a major driver of derivatives trading profitability…
The digitisation of legal negotiations and data
In partnership with Risk.net, specialists from AcadiaSoft, Linklaters, and the International Swaps and Derivatives Association weighed in on the digitisation of derivatives documentation for a virtual roundtable discussion. Recent innovations, aimed at…
Mid-cycle stress tests tougher on banks than DFAST
Median CET1 ratio drops 200bp more under mid-cycle than Fed-run tests
Climate change spells death of certainty
Global warming threatens to upend everything risk models take for granted
BNY, Goldman, HSBC lag in mid-cycle stress tests
Periodic health checks show banks would hurdle regulatory minimums under severe market crisis
Seamless integration – Drivers of and barriers to cloud adoption
Siarhei Niaborski, executive vice-president of risk at CompatibL, discusses the rate of cloud adoption in the capital markets industry and its possible drivers and barriers, how firms can derive maximum value from cloud usage and the criteria on which…