van den Berg, Gerard J.; Bonev, Petyo; Mammen, Enno - 2016
We develop a nonparametric instrumental variable approach for the estimation of average treatment effects on hazard rates and conditional survival probabilities, without model structure. We derive constructive identification proofs for average treatment effects under noncompliance and dynamic...