5 citations · 8 across the 2 of their papers we have counts for
2 papers
stat.ME2023★ 5 cited
A nonparametric framework for treatment effect modifier discovery in high dimensions
Philippe Boileau, Ning Leng, Nima S. Hejazi +2
Heterogeneous treatment effects are driven by treatment effect modifiers, pre-treatment covariates that modify the effect of a treatment on an outcome. Current approaches for uncov…
stat.ME2021★ 3 cited
Practical Guidance on Modeling Choices for the Virtual Twins Method
Chuyu Deng, David M. Vock, Dana M. Carroll +4
Individuals can vary drastically in their response to the same treatment, and this heterogeneity has driven the push for more personalized medicine. Accurate and interpretable meth…