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SubgrpID
View on CRAN: Click
here
Download and install SubgrpID package within the R console
Install from CRAN:
install.packages("SubgrpID")
Install from Github:
library("remotes")
install_github("cran/SubgrpID")
Install by package version:
library("remotes")
install_version("SubgrpID", "0.12")
Attach the package and use:
library("SubgrpID")
Maintained by
Xin Huang
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-02-28
Latest Update: 2024-02-03
Description:
Implementation of Sequential BATTing (bootstrapping and aggregating of thresholds from trees) for developing threshold-based multivariate (prognostic/predictive) biomarker signatures. Variable selection is automatically built-in. Final signatures are returned with interaction plots for predictive signatures. Cross-validation performance evaluation and testing dataset results are also output. Detail algorithms are described in Huang et al (2017) <doi:10.1002/sim.7236>.
How to cite:
Xin Huang (2017). SubgrpID: Patient Subgroup Identification for Clinical Drug Development. R package version 0.12, https://cran.r-project.org/web/packages/SubgrpID
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