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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>.
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Package details |
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| Author | Xin Huang [aut, cre, cph], Yan Sun [aut], Saptarshi Chatterjee [aut], Paul Trow [aut] |
| Maintainer | Xin Huang <xin.huang@abbvie.com> |
| License | GPL (>= 2) |
| Version | 0.12 |
| Package repository | View on CRAN |
| Installation |
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