5.5k citations · 6.2k across the 34 of their papers we have counts for
5 papers · 2 filters
Estimating subgroup effects in generalizability and transportability analyses
Sarah E. Robertson, Jon A. Steingrimsson, Nina R. Joyce +2
Methods for extending -- generalizing or transporting -- inferences from a randomized trial to a target population involve conditioning on a large set of covariates that is suffici…
Choosing the Causal Estimand for Propensity Score Analysis of Observational Studies
Noah Greifer, Elizabeth A. Stuart
Matching and weighting methods for observational studies involve the choice of an estimand, the causal effect with reference to a specific target population. Commonly used estimand…
Methodological considerations for estimating policy effects in the context of co-occurring policies
Beth Ann Griffin, Megan S. Schuler, Joseph Pane +5
Understanding how best to estimate state-level policy effects is important, and several unanswered questions remain, particularly about the ability of statistical models to disenta…
Center-specific causal inference with multicenter trials: reinterpreting trial evidence in the context of each participating center
Sarah E. Robertson, Jon A. Steingrimsson, Nina R. Joyce +2
In multicenter randomized trials, when effect modifiers have a different distribution across centers, comparisons between treatment groups that average over centers may not apply t…
Causal mediation analysis: From simple to more robust strategies for estimation of marginal natural (in)direct effects
Trang Quynh Nguyen, Elizabeth L. Ogburn, Ian Schmid +4
This paper aims to provide practitioners of causal mediation analysis with a better understanding of estimation options. We take as inputs two familiar strategies (weighting and mo…