CSTE: Covariate Specific Treatment Effect (CSTE) Curve

A uniform statistical inferential tool in making individualized treatment decisions, which implements the methods of Ma et al. (2017)<DOI:10.1177/0962280214541724> and Guo et al. (2021)<DOI:10.1080/01621459.2020.1865167>. It uses a flexible semiparametric modeling strategy for heterogeneous treatment effect estimation in high-dimensional settings and can gave valid confidence bands. Based on it, one can find the subgroups of patients that benefit from each treatment, thereby making individualized treatment selection.

Package details

AuthorPeng Wu [aut], Wenjie Hu [aut, cre], Yuhao Deng [aut], Xiaohua Zhou [aut]
MaintainerWenjie Hu <huwenjie@pku.edu.cn>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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CSTE documentation built on Sept. 7, 2021, 5:09 p.m.