Dimension-reduced outcome-weighted learning for estimating individualized treatment regimes in observational studies

Sungtaek Son, Eardi Lila, Kwun Chuen Gary Chan

Individualized treatment regimes (ITRs) aim to improve clinical outcomes by assigning treatment based on patient-specific characteristics. However, existing methods often struggle…