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SubgrpID

Patient Subgroup Identification for Clinical Drug Development

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>.

Versions across snapshots

VersionRepositoryFileSize
0.14 rolling linux/jammy R-4.5 SubgrpID_0.14.tar.gz 179.3 KiB
0.14 rolling linux/noble R-4.5 SubgrpID_0.14.tar.gz 179.2 KiB
0.14 rolling source/ R- SubgrpID_0.14.tar.gz 30.8 KiB
0.14 latest linux/jammy R-4.5 SubgrpID_0.14.tar.gz 179.3 KiB
0.14 latest linux/noble R-4.5 SubgrpID_0.14.tar.gz 179.2 KiB
0.14 latest source/ R- SubgrpID_0.14.tar.gz 30.8 KiB
0.14 2026-04-26 source/ R- SubgrpID_0.14.tar.gz 30.8 KiB
0.14 2026-04-23 source/ R- SubgrpID_0.14.tar.gz 30.8 KiB
0.14 2026-04-09 windows/windows R-4.5 SubgrpID_0.14.zip 182.5 KiB
0.12 2025-04-20 source/ R- SubgrpID_0.12.tar.gz 29.8 KiB

Dependencies (latest)

Imports