Author

Wan Liu

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Review Open access Jul 2026

Nonlinear Effects of Machine Learning-Assisted Investment Decisions on Investor Behavior and Asset Pricing Efficiency

Heterogeneity analyses indicate that institutional investors benefit more from machine learning tools than individual investors, and the effects are stronger during periods of high market uncertainty.

Zi-Heng Xu, Wan Liu · Mathematics · 0 citations