Showing stat.MEShow all
3 papers · 1 filter
stat.ME2026
Design-based inference for generalized causal effects in randomized experiments
Xinyuan Chen, Fan Li
Generalized causal effect estimands, including the Mann-Whitney parameter and causal net benefit, provide flexible summaries of treatment effects in randomized experiments with non…
stat.ME2025
On Anticipation Effect in Stepped Wedge Cluster Randomized Trials
Hao Wang, Xinyuan Chen, Katherine R. Courtright +4
In stepped wedge cluster randomized trials (SW-CRTs), the intervention is rolled out to clusters over multiple periods. A standard approach for analyzing SW-CRTs utilizes the linea…
stat.ME2025
Model-assisted inference for dynamic causal effects in staggered rollout cluster randomized experiments
Xinyuan Chen, Fan Li
Staggered rollout cluster randomized experiments (SR-CREs) involve sequential treatment adoption across clusters, requiring analysis methods that address a general class of dynamic…