On the Evaluation of Surrogate Markers in Real World Data Settings

Published in In preparation; Winner of the 2021 ENAR Distinguished Student Paper Award, 2020

This paper provides doubly robust estimation and inference for the proportion of treatment effect on a true outcome that is explained by a surrogate marker in observational data settings.