89 citations · 97 across the 4 of their papers we have counts for
3 papers · 1 filter
Generalizing and transporting causal inferences from randomized trials in the presence of trial engagement effects
Lawson Ung, Tyler J. VanderWeele, Issa J. Dahabreh
Trial engagement effects are effects of trial participation on the outcome that are not mediated by treatment assignment. Most work on extending (generalizing or transporting) caus…
Causal Diagrams for Interference
Elizabeth L. Ogburn, Tyler J. VanderWeele
The term "interference" has been used to describe any setting in which one subject's exposure may affect another subject's outcome. We use causal diagrams to distinguish among thre…
On the Validity of Covariate Adjustment for Estimating Causal Effects
Ilya Shpitser, Tyler VanderWeele, James M. Robins
Identifying effects of actions (treatments) on outcome variables from observational data and causal assumptions is a fundamental problem in causal inference. This identification is…