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SubgrpID

Patient Subgroup Identification for Clinical Drug Development

v0.13 · Mar 6, 2026 · GPL (>= 2)

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>.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies glmnet MASS rpart survival Matrix ggplot2 SubgrpID

Version History

new 0.13 Mar 10, 2026