Making accurate and interpretable treatment decisions for binary outcomes

Lingjie Shen, Gijs Geleijnse, Maurits Kaptein

Optimal treatment rules can improve health outcomes on average by assigning a treatment associated with the most desirable outcome to each individual. Due to an unknown data genera…