Package: SubgrpID
Type: Package
Title: Patient Subgroup Identification for Clinical Drug Development
Version: 0.14
Date: 2026-03-08
URL: https://xhuang4.github.io/seqbatting-html/
Authors@R: c(person("Xin", "Huang", role = c("aut", "cre","cph"), email = "xin.huang@abbvie.com"),
             person("Yan", "Sun", role = c("aut")),
             person("Saptarshi", "Chatterjee", role = c("aut")),
             person("Paul", "Trow", role = c("aut"))
             )
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>.
License: GPL (>= 2)
Encoding: UTF-8
RoxygenNote: 7.3.3
Imports: glmnet, MASS, rpart, survival, Matrix, ggplot2
NeedsCompilation: no
Author: Xin Huang [aut, cre, cph], Yan Sun [aut], Saptarshi Chatterjee
        [aut], Paul Trow [aut]
Maintainer: Xin Huang <xin.huang@abbvie.com>
Packaged: 2026-07-08 06:21:30 UTC; root
Repository: https://cran.r-universe.dev
Date/Publication: 2026-03-10 10:20:02 UTC
RemoteUrl: https://github.com/cran/SubgrpID
RemoteRef: HEAD
RemoteSha: c5389ef0d4e19f15ce5c224ba8aeef212c300890