CRAN/E | CSTE

CSTE

Covariate Specific Treatment Effect (CSTE) Curve

Installation

About

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.

Key Metrics

Version 2.0.0
Published 2021-12-16 856 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks CSTE results

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Maintainer

Maintainer

Wenjie Hu

huwenjie@pku.edu.cn

Authors

Peng Wu

aut

Wenjie Hu

aut / cre

Yuhao Deng

aut

Haoxiang Wang

aut

Xiaohua Zhou

aut

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

CSTE archive

Imports

Rcpp ≥ 1.0.4
fda
splines
survival
locpol
dfoptim

Suggests

mvtnorm
sigmoid

LinkingTo

Rcpp