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) and Guo et al. (2021). 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.


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Reference manual

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install.packages("CSTE")

1.0 by Wenjie Hu, 20 days ago


Browse source code at https://github.com/cran/CSTE


Authors: Peng Wu [aut] , Wenjie Hu [aut, cre] , Yuhao Deng [aut] , Xiaohua Zhou [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports Rcpp, fda, splines, survival

Suggests mvtnorm, sigmoid

Linking to Rcpp


See at CRAN