Big data
BIS statistics committee to focus on fintech and big data in 2020
Irving Fisher Committee plans to complete its fintech work and update a 2015 survey
BoE prepares for regulatory data shake-up
Central bank keeping open mind on future of regulatory data collection; FCA plans to expand “advanced analytics” and automation
Machine learning can produce better credit scores – BIS paper
Fintech firms may be better at predicting default rates, researchers find
Podcast: Central Banking launches Tech Talk series
In the inaugural episode, Rachael King and Adam Csabay cast a critical eye over some of the biggest fintech developments of 2019
Facing up to the tech challenge
Central banks get a wake-up call from libra
Central banks report sharp improvement in data governance
Progress comes as many central banks complete projects to improve governance
Central banks increasingly embracing the cloud
Forms of cloud computing are becoming more prevalent, despite central banks’ caution
Big data in central banks: 2019 survey results
Many central banks are overhauling their data governance, which has facilitated a broadening in their use of big data. They are also turning to external specialists for help
AI use proliferating in UK financial services, regulators find
Machine learning can increase efficiency but also amplify risks, BoE and FCA say
Economists use payments data to build high-speed indicator
Team says transaction-based metric gives quick insight into consumer spending
Machine learning can produce better forecasts – RBI paper
ML tends to outperform standard models, but combining forecasts is best, authors say
30 years of forecasting: have central banks learned anything?
Forecasting models are constantly being upgraded, but forecast errors are still persistent. What more can central banks do?
The Deutsche Bundesbank’s digital transformation
The German central bank’s new digital agenda includes major re-engineering of legacy analytics, processes, innovation management and digital competency
‘Fintech shadow banks’ shaping global credit – Amit Seru
Regulators need to pay more attention to shadow banks, Stanford professor says
RBI set to benefit from granular data warehouse – Das
Central bank’s new “data access lab” will support innovative research, governor says
BIS annual report warns of big tech threat to banks
Basel-based body wants “level playing field” for banks and tech firms, as Facebook enters payments space
Finding the right partners with the right solutions
Over the past decade, the financial crisis, globalisation and technological changes have driven uncertainty and brought about drastic changes for central banks. Vermeg‘s Yamen Bousrih explores the importance of having a consolidated, coherent and…
The IFF China Report 2019
Insight and perspectives from the world's leaders, premier policy-makers and financiers
The IFF China Report 2019: The Belt and Road Initiative
Over the past five years, China has invested more than $70 billion in Belt and Road Initiative (BRI) countries, of which there are now in excess of 100. Leading Chinese and international policy-makers explain how BRI efforts are progressing. This section…
Fintech firms could encourage regulatory risk management update – Fed’s Bowman
Some regulations may need to be changed to ensure community banks can access third-party products
Google data can underpin eurozone GDP nowcasts – Banque de France paper
Researchers say method is particularly useful when official data is unavailable
BIS paper finds some potential benefits to ‘bigtech’
Firms may be better able to predict losses and support underserved borrowers, authors find
Big data should help solve problems ‘on the ground’ – Ireland’s Kearns
Central banks need to do more than simply invest in technology and analytics, says Kearns
Researchers estimate two alternatives to DSGE model at ZLB
Dallas Fed paper finds piecewise linear version of the model is an “excellent substitute”