Non-parametric estimation of an intervention effect with staggered intervention times

摘要

This talk is motivated by data from a longitudinal trial comparing the progress of patients randomised between two treatment groups, one with and one without surgical intervention, in which the time of the surgical intervention varies between patients. Our aim is to obtain non-parametric estimators of the longitudinal mean response in the non-surgical arm, and the surgical intervention effect.