most citedEstimation of Optimal Individualized Treatment Rules Using a Covariate-Specific Treatment Effect Curve with High-dimensional Covariates

24 citations · 24 across the 1 of their papers we have counts for

collaborators

1 paper

stat.ME2018★ 24 cited

Estimation of Optimal Individualized Treatment Rules Using a Covariate-Specific Treatment Effect Curve with High-dimensional Covariates

Wenchuan Guo, Xiao-hua Zhou, Shujie Ma

With a large number of baseline covariates, we propose a new semi-parametric modeling strategy for heterogeneous treatment effect estimation and individualized treatment selection,…