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stat.ME2022★ 2 cited
Doubly robust estimation of optimal treatment regimes for survival data using an instrumental variable
Junwen Xia, Zishu Zhan, Jingxiao Zhang
In survival contexts, substantial literature exists on estimating optimal treatment regimes, where treatments are assigned based on personal characteristics to maximize the surviva…
stat.ME2022
Partial Replacement Imputation Estimation Method for Complex Missing Covariates in Additive Partially Linear Models
Zishu Zhan, Xiangjie Li, Jingxiao Zhang
Missing data is a common problem in clinical data collection, which causes difficulty in the statistical analysis of such data. In this article, we consider the problem under a fra…