Yong-Jin Liu

Distributionally Robust and Robust Second-Order Stochastic Dominance Portfolio Models Based on Support Vector Clustering

A novel SSD-based portfolio optimization framework that incorporates support vector clustering (SVC) to construct data-driven uncertainty sets that consistently outperform benchmark approaches in terms of robustness and profitability across a wide range of market conditions.