SubgrpID: Patient Subgroup Identification for Clinical Drug Development

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.

Package details

AuthorXin Huang, Yan Sun, Saptarshi Chatterjee and Paul Trow
MaintainerXin Huang <[email protected]>
LicenseGPL-3
Version0.11
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("SubgrpID")

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SubgrpID documentation built on May 29, 2017, 9:38 p.m.