the initial treatment. The goal is to find the best treatment regime which produces the best terminal outcome. For time-to-event … increase) in some scores such as reduction 24-item Hamilton Rating Scale of Depression (HRSD24) score. For time-to-event data …. Methods are compared through simulation studies with an application to a depression study. Assessing the effect of treatment …