164 citations · 192 across the 16 of their papers we have counts for
19 papers
Transportability methods for failure-time outcomes under assumptions for relative effect measures
Sarah E Robertson, Lan Wen, Lawson Ung +2
In certain clinical areas, relative effect measures are believed to remain more constant across populations than absolute measures. This suggests that exchangeability assumptions o…
Towards Generalizing Inferences from Trials to Target Populations
Melody Y Huang, Harsh Parikh
Randomized Controlled Trials (RCTs) are pivotal in generating internally valid estimates with minimal assumptions, serving as a cornerstone for researchers dedicated to advancing c…
Sensitivity analysis for studies transporting prediction models
Jon A. Steingrimsson, Sarah E. Robertson, Issa J. Dahabreh
We consider the estimation of measures of model performance in a target population when covariate and outcome data are available on a sample from some source population and covaria…
Generalizability analyses with a partially nested trial design: the Necrotizing Enterocolitis Surgery Trial
Sarah E. Robertson, Matthew A. Rysavy, Martin L. Blakely +2
We discuss generalizability analyses under a partially nested trial design, where part of the trial is nested within a cohort of trial-eligible individuals, while the rest of the t…
Generalizing and transporting inferences about the effects of treatment assignment subject to non-adherence
Issa J. Dahabreh, Sarah E. Robertson, Miguel A. Hernán
We discuss the identifiability of causal estimands for generalizability and transportability analyses, both under perfect and imperfect adherence to treatment assignment. We consid…
Global sensitivity analysis for studies extending inferences from a randomized trial to a target population
Issa J. Dahabreh, James M. Robins, Sebastien J-P. A. Haneuse +3
When individuals participating in a randomized trial differ with respect to the distribution of effect modifiers compared compared with the target population where the trial result…