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)[https://doi.org/10.1177%2F0962280214541724] and Guo et al. (2021)[https://doi.org/10.1080%2F01621459.2020.1865167]. 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.
- Version3.0.0
- R versionunknown
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?Yes
- Last release11/19/2024
Team
Wenjie Hu
Peng Wu
Show author detailsRolesAuthorXiaohua Zhou
Show author detailsRolesAuthorYuhao Deng
Show author detailsRolesAuthorHaoxiang Wang
Show author detailsRolesAuthor
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- Imports5 packages
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