bujar: Buckley-James Regression for Survival Data with High-Dimensional Covariates

Buckley-James regression for right-censoring survival data with high-dimensional covariates. Implementations for survival data include boosting with componentwise linear least squares, componentwise smoothing splines, regression trees and MARS. Other high-dimensional tools include penalized regression for survival data.

Version: 0.2-1
Depends: R (≥ 2.10)
Imports: mda, mpath, mboost, gbm, earth, elasticnet, rms, methods, modeltools, bst, parallel
Suggests: TH.data, survival, R.rsp
Published: 2015-12-19
Author: Zhu Wang and others (see COPYRIGHTS)
Maintainer: Zhu Wang <zwang at connecticutchildrens.org>
License: GPL-2
Copyright: see file COPYRIGHTS
NeedsCompilation: no
Materials: NEWS
In views: Survival
CRAN checks: bujar results

Downloads:

Reference manual: bujar.pdf
Vignettes: Survival Prediction Using Gene Expression Data (Long)
Survival Prediction Using Gene Expression Data (Short)
Package source: bujar_0.2-1.tar.gz
Windows binaries: r-devel: bujar_0.2-1.zip, r-release: bujar_0.2-1.zip, r-oldrel: bujar_0.2-1.zip
OS X Mavericks binaries: r-release: bujar_0.2-1.tgz, r-oldrel: bujar_0.2-1.tgz
Old sources: bujar archive