Description
Precision Medicine.
Description
A doubly robust precision medicine approach to fit, cross-validate and visualize prediction models for the conditional average treatment effect (CATE). It implements doubly robust estimation and semiparametric modeling approach of treatment-covariate interactions as proposed by Yadlowsky et al. (2020) <doi:10.1080/01621459.2020.1772080>.
README.md
precmed
Precision Medicine - Comprehensive R package
A doubly robust precision medicine approach to estimate and validate conditional average treatment effects
Installation
The precmed
package can be installed from CRAN as follows:
install.packages("precmed")
The latest version can be installed from GitHub as follows:
install.packages("devtools")
devtools::install_github(repo = "smartdata-analysis-and-statistics/precmed")