Insider Purchase Signals in Microcap Equities: Gradient Boosting Detection of Abnormal Returns

By Hangyi Zhao

Published 2025-01-01

Everscope rating

1722

Relevance to quantitative trading

8 / 10

Implementation complexity

5 / 10

Reproducibility

3 / 5

About this paper

Methodology: Gradient Boosting Classification with Fama-French Abnormal Returns. Problem types: Classification, Imbalanced Learning, Time Series Forecasting, Risk Management.

arXiv:2602.06198 · Paper rankings

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