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>.
| Version: | 0.12 |
| Imports: | glmnet,MASS,rpart,survival,Matrix,ggplot2 |
| Published: | 2024-02-03 |
| DOI: | 10.32614/CRAN.package.SubgrpID |
| Author: | Xin Huang [aut, cre, cph], Yan Sun [aut], Saptarshi Chatterjee [aut], Paul Trow [aut] |
| Maintainer: | Xin Huang <xin.huang at abbvie.com> |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | SubgrpID results |
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