2 papers
stat.ME2025
Nonparametric Bounds in Causal Mediation Analysis in the Presence of Unmeasured Confounding and Imperfect Compliance
Wei Liang, Changbao Wu
The average causal mediation effect (ACME) and the natural direct effect (NDE) are two parameters of primary interest in causal mediation analysis. However, the two causal paramete…
stat.ME2025
Estimation of Treatment Harm Rate via Partitioning
Wei Liang, Changbao Wu
In causal inference with binary outcomes, there is a growing interest in estimation of treatment harm rate (THR), which is a measure of treatment risk and reveals treatment effect…