164 citations · 192 across the 16 of their papers we have counts for
5 papers · 1 filter
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…
Cluster randomized trials designed to support generalizable inferences
Sarah E. Robertson, Jon A. Steingrimsson, Issa J. Dahabreh
Background: When planning a cluster randomized trial, evaluators often have access to an enumerated cohort representing the target population of clusters. Practicalities of conduct…
Extending inferences from a cluster randomized trial to a target population
Issa J. Dahabreh, Sarah E. Robertson, Jon A. Steingrimsson +2
We describe methods that extend (generalize or transport) causal inferences from cluster randomized trials to a target population of clusters, under a general nonparametric model t…
Learning about treatment effects in a new target population under transportability assumptions for relative effect measures
Issa J. Dahabreh, Sarah E. Robertson, Jon A. Steingrimsson
Epidemiologists and applied statisticians often believe that relative effect measures conditional on covariates, such as risk ratios and mean ratios, are ``transportable'' across p…