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20182026
most citedCausal Interaction Trees: Tree-Based Subgroup Identification for Observational Data

19 citations · 55 across the 21 of their papers we have counts for

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Showing 2021Show all

5 papers · 1 filter

stat.ME2021★ 6 cited

Sample size calculations for n-of-1 trials

Jiabei Yang, Jon A. Steingrimsson, Christopher H. Schmid

N-of-1 trials, single participant trials in which multiple treatments are sequentially randomized over the study period, can give direct estimates of individual-specific treatment…

stat.ME2021

Regression-based estimation of heterogeneous treatment effects when extending inferences from a randomized trial to a target population

Sarah E Robertson, Jon A Steingrimsson, Issa J Dahabreh

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…

stat.ME2021★ 1 cited

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…

stat.ME2021★ 1 cited

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…

stat.AP2021★ 1 cited

Transporting a prediction model for use in a new target population

Jon A. Steingrimsson, Constantine Gatsonis, Issa J. Dahabreh

We consider methods for transporting a prediction model and assessing its performance for use in a new target population, when outcome and covariate information for model developme…