3 papers
stat.ME2026
Optimizing Real-Time Oxytocin Administration to Prevent Postpartum Hemorrhage: A Bayesian Approach to Dynamic Treatment Regimes
Haiyan Zhu, Yuqi Qiu, Yingchun Zhou
Postpartum hemorrhage (PPH) remains a leading cause of maternal morbidity and mortality worldwide. Oxytocin, though widely recognized for facilitating labor, is also the primary ph…
stat.ME2025
Functional Mixed effects Model for Joint Analysis of Longitudinal and Cross-Sectional Growth Data
Long Chen, Ji Chen, Yingchun Zhou
A new method is proposed to perform joint analysis of longitudinal and cross-sectional growth data. Clustering is first performed to group similar subjects in cross-sectional data…
stat.ML2025
Self Balancing Neural Network: A Novel Method to Estimate Average Treatment Effect
Atomsa Gemechu Abdisa, Yingchun Zhou, Yuqi Qiu
In observational studies, confounding variables affect both treatment and outcome. Moreover, instrumental variables also influence the treatment assignment mechanism. This situatio…