Kang, Yeonchan; Ryu, Doojin; Webb, Robert I. - In: Financial innovation : FIN 11 (2025), pp. 1-30
We examine how machine learning models predict stock returns in the Korean market. By analyzing various firm characteristics and macroeconomic variables, we find that tree-based models outperform other machine learning approaches. This finding suggests that, in data-constrained contexts,...