3 papers
stat.ME2026
Causal Variance Decompositions for Measuring Health Inequalities
Lin Yu, Zhihui Liu, Kathy Han +1
Recent causal inference literature has introduced causal effect decompositions to quantify sources of observed inequalities or disparities in outcomes, but these approaches are typ…
stat.ME2024
A Bayesian joint model for mediation analysis with matrix-valued mediators
Zijin Liu, Zhihui Liu, Ali Hosni +3
Unscheduled treatment interruptions may lead to reduced quality of care in radiation therapy (RT). Identifying the RT prescription dose effects on the outcome of treatment interrup…
stat.ME2024
A marginal structural model for normal tissue complication probability
Thai-Son Tang, Zhihui Liu, Ali Hosni +2
The goal of radiation therapy for cancer is to deliver prescribed radiation dose to the tumor while minimizing dose to the surrounding healthy tissues. To evaluate treatment plans,…