Package: SubgrpID
Type: Package
Title: Patient Subgroup Identification for Clinical Drug Development
Version: 0.11
Date: 2017-02-26
Author: Xin Huang, Yan Sun, Saptarshi Chatterjee and Paul Trow
Maintainer: Xin Huang <xhuang.stats@gmail.com>
Description: Function Wrapper contains four algorithms for developing threshold-based multivariate (prognostic/predictive) biomarker signatures via bootstrapping and aggregating of thresholds from trees, Monte-Carlo variations of the Adaptive Indexing method and Patient Rule Induction Method. Variable selection is automatically built-in to these algorithms. Final signatures are returned with interaction plots for predictive signatures. Cross-validation performance evaluation and testing dataset results are also output.
License: GPL-3
Depends: R (>= 2.1.0),AIM, survival, ggplot2, Matrix
Imports: rpart, stats, glmnet
RoxygenNote: 6.0.1
NeedsCompilation: no
Packaged: 2017-03-04 00:05:38 UTC; HUANGXX13
Repository: CRAN
Date/Publication: 2017-03-04 08:21:41
Built: R 4.0.0; ; 2020-04-10 09:45:42 UTC; windows
