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SubgrpID  

Patient Subgroup Identification for Clinical Drug Development
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]
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. Accessed 07 Nov. 2024.
Previous versions and publish date:
0.10 (2017-02-28 10:59), 0.11 (2017-03-04 08:21)
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Complete documentation for SubgrpID
Functions, R codes and Examples using the SubgrpID R package
Full SubgrpID package functions and examples
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