Guelman, Leo; Guillen, Montserrat; Pérez-Marín, Ana M. - Institut de Recerca en Economia Aplicada (IREA), … - 2014
attention to personalize the choice of treatment, so it is optimal for each individual. An optimal personalized treatment is the … one that maximizes the probability of a desirable outcome. We call the task of learning the optimal personalized treatment … "personalized treatment learning". From the statistical learning perspective, this problem imposes some challenges, primarily …