22 citations · 92 across the 25 of their papers we have counts for
4 papers · 1 filter
Estimating and evaluating counterfactual prediction models
Christopher B. Boyer, Issa J. Dahabreh, Jon A. Steingrimsson
Counterfactual prediction methods are required when a model will be deployed in a setting where treatment policies differ from the setting where the model was developed, or when a…
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…
A Causal Roadmap for Generating High-Quality Real-World Evidence
Lauren E Dang, Susan Gruber, Hana Lee +23
Increasing emphasis on the use of real-world evidence (RWE) to support clinical policy and regulatory decision-making has led to a proliferation of guidance, advice, and frameworks…