Citi quants’ AI model aims to hedge earnings surprises
Machine learning tool forecasts effect of shocks on implied volatility surfaces in minutes.
Facebook owner Meta scored its biggest ever one-day loss in market value on February 2 this year, shedding a fifth of its worth after a disappointing earnings announcement. Two days later, Amazon recorded the biggest one-day gain—a 13% rise—after a positive announcement.
Such moves are the stuff of nightmares for options traders, who must hedge against the price moves such surprises can cause.
Quants at Citi have built a model that can help.
“It gives us a better idea of how our book is going
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@waterstechnology.com or view our subscription options here: http://subscriptions.waterstechnology.com/subscribe
You are currently unable to print this content. Please contact info@waterstechnology.com to find out more.
You are currently unable to copy this content. Please contact info@waterstechnology.com to find out more.
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. Printing this content is for the sole use of the Authorised User (named subscriber), as outlined in our terms and conditions - https://www.infopro-insight.com/terms-conditions/insight-subscriptions/
If you would like to purchase additional rights please email info@waterstechnology.com
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. Copying this content is for the sole use of the Authorised User (named subscriber), as outlined in our terms and conditions - https://www.infopro-insight.com/terms-conditions/insight-subscriptions/
If you would like to purchase additional rights please email info@waterstechnology.com
More on Emerging Technologies
Verafin launches genAI copilot for fincrime investigators
Features include document summarization and improved research tools.
Waters Wrap: Open source and storm clouds on the horizon
Regulators and politicians in America and Europe are increasingly concerned about AI—and, by extension, open-source development. Anthony says there are real reasons for concern.
Waters Wavelength Podcast: Broadridge’s Joseph Lo on GPTs
Joseph Lo, head of enterprise platforms at Broadridge, joins the podcast to discuss AI tools.
Man Group CTO eyes ‘significant impact’ for genAI across the fund
Man Group’s Gary Collier discussed the potential merits of and use cases for generative AI across the business at an event in London hosted by Bloomberg.
BNY Mellon deploys Nvidia DGX SuperPOD, identifies hundreds of AI use cases
BNY Mellon says it is the first bank to deploy Nvidia’s AI datacenter infrastructure, as it joins an increasing number of Wall Street firms that are embracing AI technologies.
This Week: Linedata acquires DreamQuark, Tradeweb, Rimes, Genesis, and more
A summary of some of the latest financial technology news.
Systematic tools gain favor in fixed income
Automation is enabling systematic strategies in fixed income that were previously reserved for equities trading. The tech gap between the two may be closing, but differences remain.
Euronext microwave link aims to cut HFT advantage in Europe
Exchange plans to level playing field between prop firms and banks in cash equities with cutting edge tech.
Most read
- Chris Edmonds takes the reins at ICE Fixed Income and Data Services
- Deutsche Börse democratizes data with Marketplace offering
- Sell-Side Technology Awards 2024: Best implementation at a sell-side firm—FlexTrade Systems