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stat.ME2025
Multicategory Matched Learning for Estimating Optimal Individualized Treatment Rules in Observational Studies with Application to a Hepatocellular Carcinoma Study
Xuqiao Li, Qiuyan Zhou, Ying Wu +1
One primary goal of precision medicine is to estimate the individualized treatment rules (ITRs) that optimize patients' health outcomes based on individual characteristics. Health…
stat.ME2024
Mahalanobis balancing: a multivariate perspective on approximate covariate balancing
Yimin Dai, Ying Yan
In the past decade, various exact balancing-based weighting methods were introduced to the causal inference literature. Exact balancing alleviates the extreme weight and model miss…