BioPred: An R Package for Biomarkers Analysis in Precision Medicine

Provides functions for training extreme gradient boosting model using propensity score A-learning and weight-learning methods. For details on the A-learning and weight-learning methods, see Chen et al. (2017) <doi:10.1111/biom.12676>.

Version: 1.0.1
Depends: R (≥ 4.0.0)
Imports: xgboost, pROC, ggplot2, PropCIs, survival, survminer, mgcv, onewaytests, car
Suggests: knitr, rmarkdown, kableExtra
Published: 2024-06-06
DOI: 10.32614/CRAN.package.BioPred
Author: Zihuan Liu [aut, cre], Yan Sun [aut], Xin Huang [aut]
Maintainer: Zihuan Liu <zihuan.liu at>
License: GPL-3
NeedsCompilation: no
Language: en
CRAN checks: BioPred results


Reference manual: BioPred.pdf
Vignettes: BioPred Package Tutorial


Package source: BioPred_1.0.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): BioPred_1.0.1.tgz, r-oldrel (arm64): BioPred_1.0.1.tgz, r-release (x86_64): BioPred_1.0.1.tgz, r-oldrel (x86_64): BioPred_1.0.1.tgz


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