predict_cste_bin

<p>samples of covariates which is a \(m*p\) matrix.</p>

newx

<p>Predict the CSTE curve of new data for binary outcome.</p>

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.

Wenjie Hu

CSTE

Covariate Specific Treatment Effect (CSTE) Curve

Peng Wu

Yuhao Deng

Haoxiang Wang

Xiaohua Zhou

predict_cste_bin function

Predict the CSTE curve of new data for binary outcome. — predict_cste_bin

Predict the CSTE curve of new data for binary outcome.

predict_cste_bin: Predict the CSTE curve of new data for binary outcome.

Description

Usage

Arguments

Value

References

See Also