activity
20162021
most citedSensitivity analysis for an unobserved moderator in RCT-to-target-population generalization of treatment effects

79 citations · 131 across the 5 of their papers we have counts for

collaborators

5 papers

stat.AP2021

Estimating SARS-CoV-2 Seroprevalence

Samuel P. Rosin, Bonnie E. Shook-Sa, Stephen R. Cole +1

Governments and public health authorities use seroprevalence studies to guide responses to the COVID-19 pandemic. Seroprevalence surveys estimate the proportion of individuals who…

stat.AP2021★ 1 cited

Odds Ratios are far from "portable": A call to use realistic models for effect variation in meta-analysis

Mengli Xiao, Haitao Chu, Stephen Cole +4

Objective: Recently Doi et al. argued that risk ratios should be replaced with odds ratios in clinical research. We disagreed, and empirically documented the lack of portability of…

stat.ME2021★ 13 cited

Generalizing trial evidence to target populations in non-nested designs: Applications to AIDS clinical trials

Fan Li, Ashley L. Buchanan, Stephen R. Cole

Comparative effectiveness evidence from randomized trials may not be directly generalizable to a target population of substantive interest when, as in most cases, trial participant…

stat.ME2020★ 38 cited

Sensitivity analyses for effect modifiers not observed in the target population when generalizing treatment effects from a randomized controlled trial: Assumptions, models, effect scales, data scenarios, and implementation details

Trang Quynh Nguyen, Benjamin Ackerman, Ian Schmid +2

Background: Randomized controlled trials are often used to inform policy and practice for broad populations. The average treatment effect (ATE) for a target population, however, ma…

stat.ME2016★ 79 cited

Sensitivity analysis for an unobserved moderator in RCT-to-target-population generalization of treatment effects

Trang Quynh Nguyen, Cyrus Ebnesajjad, Stephen R. Cole +1

In the presence of treatment effect heterogeneity, the average treatment effect (ATE) in a randomized controlled trial (RCT) may differ from the average effect of the same treatmen…