Score-Preserving Targeted Maximum Likelihood Estimation

Noel Pimentel, Alejandro Schuler, Mark van der Laan

Targeted maximum likelihood estimators (TMLEs) are asymptotically optimal among regular, asymptotically linear estimators. In small samples, however, we may be far from "asymptopia…