Metadata
Title
CHOI, Darwin
Category
undergraduate
UUID
723d07b482d0473ba16a6e2e48376327
Source URL
https://bm.hkust.edu.hk/faculty/choi-darwin-1
Parent URL
https://bm.hkust.edu.hk/bizinsight/biztalks
Crawl Time
2026-03-13T04:24:59+00:00
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CHOI, Darwin

Source: https://bm.hkust.edu.hk/faculty/choi-darwin-1 Parent: https://bm.hkust.edu.hk/bizinsight/biztalks

CHOI, Darwin

Associate Head of FINA, Associate Professor

Department of Finance

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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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