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cran
jgsbook:Package of the German Book "Statistik mit R und RStudio" by Joerg grosse Schlarmann
All datasets and functions used in the german book "Statistik mit R und RStudio" by grosse Schlarmann (2010-2024) <https://www.produnis.de/R/>.
Maintained by Jörg große Schlarmann. Last updated 9 months ago.
2.18 score
hwj0828
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.
Maintained by Wenjie Hu. Last updated 4 months ago.
1.30 score 1 scripts