Package SubgrpID updated to version 0.13 with previous version 0.12 dated 2024-02-03

Sat, 07 Mar 2026 02:02:00 CDT

Title: Patient Subgroup Identification for Clinical Drug Development
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>.
Author: Xin Huang [aut, cre, cph], Yan Sun [aut], Saptarshi Chatterjee [aut], Paul Trow [aut]
Maintainer: Xin Huang <xin.huang@abbvie.com>

Diff between SubgrpID versions 0.12 dated 2024-02-03 and 0.13 dated 2026-03-07

 SubgrpID-0.12/SubgrpID/R/filter.R                      |only
 SubgrpID-0.12/SubgrpID/man/filter.Rd                   |only
 SubgrpID-0.12/SubgrpID/man/filter.glmnet.Rd            |only
 SubgrpID-0.12/SubgrpID/man/filter.unicart.Rd           |only
 SubgrpID-0.12/SubgrpID/man/filter.univariate.Rd        |only
 SubgrpID-0.13/SubgrpID/DESCRIPTION                     |    9 -
 SubgrpID-0.13/SubgrpID/MD5                             |   20 +-
 SubgrpID-0.13/SubgrpID/NAMESPACE                       |    2
 SubgrpID-0.13/SubgrpID/R/cross_validation_functions.R  |  150 +++++++++++------
 SubgrpID-0.13/SubgrpID/R/master_function.R             |   48 +++--
 SubgrpID-0.13/SubgrpID/R/prefilter_variables.R         |only
 SubgrpID-0.13/SubgrpID/R/sequential_batting.R          |   93 +++++++---
 SubgrpID-0.13/SubgrpID/man/dot-prefilter_glmnet.Rd     |only
 SubgrpID-0.13/SubgrpID/man/dot-prefilter_unicart.Rd    |only
 SubgrpID-0.13/SubgrpID/man/dot-prefilter_univariate.Rd |only
 SubgrpID-0.13/SubgrpID/man/prefilter_variables.Rd      |only
 16 files changed, 218 insertions(+), 104 deletions(-)

More information about SubgrpID at CRAN