no code implementations • 15 May 2023 • Michael Valancius, Herb Pang, Jiawen Zhu, Stephen R Cole, Michele Jonsson Funk, Michael R Kosorok
We consider the challenges associated with causal inference in settings where data from a randomized trial is augmented with control data from an external source to improve efficiency in estimating the average treatment effect (ATE).
no code implementations • 21 May 2018 • Alexander P. Keil, Daniel Westreich, Jessie K Edwards, Stephen R Cole
We develop super learning in the SAS software system using a new macro, and demonstrate its performance relative to the R package.