CHOI, Darwin
Using AI to Predict Stock Returns
Neural Networks
Regression Trees
International Asset Pricing
Cross-section of Stock Returns
This paper delves into the application of machine learning to forecast international stock returns based on firm characteristics. We reveal that market-specific training significantly enhances the performance of neural networks (NNs), as NNs trained on individual markets outperform those using a global model based on U.S. data. Our analysis shows that NNs ... Read More
[ BizTalks ]
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Faculty Insights in Media
How "Superstar" Firms Relate to Students' Choices of Major (Chinese Version Only)
LOU, Dong
Faculty Insights in Media
Faculty Insights in Media
Stringent Data Protection at Risk of Harming Business Innovation (Chinese Version Only)
HUI, Kai Lung
Faculty Insights in Media
Faculty Insights in Media
Contrasting Approaches to Privacy Protection in Europe and US (Chinese Version Only)
HUI, Kai Lung
Faculty Insights in Media
The School

Global Reach into the Arab World

As part of our ongoing effort to expand global impact, HKUST Business School is actively forging new academic and corporate partnerships worldwide. The Middle East, with its dynamic growth and emerging opportunities, presents strong potential for HKUST to make meaningful contributions in the years ahead. Fueling Academia-Corporate Collaborations In this ... Read More
Fintech

Public Voice for Informed Decisions

Our School recently released findings from the latest survey, “Public Perception of Virtual Assets and Tokenized Money”. Following the two previous surveys in 2023, the latest survey gathered 5,863 responses from Hong Kong in November 2024, assessing public opinions on a wide spectrum of Virtual Asset (VA) related topics. This report offers a comprehensive ... Read More
Awards & Achievements

Grit and Glory

HKUST Business School celebrated victories in student competitions at home and abroad. Our undergraduate team has been named champion at an international case competition, while a PhD student claimed first place in a thesis competition. In addition, a faculty member has gained recognition in Mainland China for the excellence of his co-authored research paper ... Read More

Teaming Up to Empower Leaders

Our Executive Education Office has been collaborating with academic and corporate partners to equip leaders across industries and regions with valuable insights. A Collaboration with the Hong Kong Tourism Board As part of the Hong Kong Convention Ambassador Programme of the Hong Kong Tourism Board (HKTB), we are excited to announce a joint collaboration ... Read More
Students

Dynamic Out-of-Classroom Experiences

Our Global Business (GBUS) Program provides transformative experiences for students through unique opportunities that blend leadership development, industry insights, and cultural exposure. Two recent events offered our GBUS students valuable experiences outside the classroom. Global Leadership Forum The GBUS Program hosted its annual flagship enrichment ... Read More
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