Asymptotically Efficient Data-adaptive Penalized Shrinkage Estimation with Application to Causal Inference

Herbert P. Susmann, Yiting Li, Mara A. McAdams-DeMarco +2

A rich literature exists on constructing non-parametric estimators with optimal asymptotic properties. In addition to asymptotic guarantees, it is often of interest to design estim…