4 citations · 10 across the 3 of their papers we have counts for
3 papers
stat.ME2022★ 3 cited
Identification and estimation of treatment effects on long-term outcomes in clinical trials with external observational data
Wenjie Hu, Xiaohua Zhou, Peng Wu
In biomedical studies, estimating drug effects on chronic diseases requires a long follow-up period, which is difficult to meet in randomized clinical trials (RCTs). The use of a s…
stat.ME2021★ 4 cited
Propensity score regression for causal inference with treatment heterogeneity
Peng Wu, ShaSha Han, Xingwei Tong +1
Understanding how treatment effects vary on individual characteristics is critical in the contexts of personalized medicine, personalized advertising and policy design. When the ch…
stat.ME2021★ 3 cited
Model-Assisted Inference for Covariate-Specific Treatment Effects with High-dimensional Data
Peng Wu, Zhiqiang Tan, Wenjie Hu +1
Covariate-specific treatment effects (CSTEs) represent heterogeneous treatment effects across subpopulations defined by certain selected covariates. In this article, we consider ma…