21 citations · 56 across the 11 of their papers we have counts for
3 papers · 1 filter
Hölder Bounds for Sensitivity Analysis in Causal Reasoning
Serge Assaad, Shuxi Zeng, Henry Pfister +2
We examine interval estimation of the effect of a treatment T on an outcome Y given the existence of an unobserved confounder U. Using Hölder's inequality, we derive a set of bound…
A Causal Mediation Model for Longitudinal Mediators and Survival Outcomes with an Application to Animal Behavior
Shuxi Zeng, Elizabeth C. Lange, Elizabeth A. Archie +3
In animal behavior studies, a common goal is to investigate the causal pathways between an exposure and outcome, and a mediator that lies in between. Causal mediation analysis prov…
Propensity Score Weighting Analysis of Survival Outcomes Using Pseudo-observations
Shuxi Zeng, Fan Li, Liangyuan Hu
Survival outcomes are common in comparative effectiveness studies and require unique handling because they are usually incompletely observed due to right-censoring. A ``once for al…