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. See Wang and Wang (2010) <doi:10.2202/1544-6115.1550>.

Version: 0.2-11
Depends: R (≥ 3.5.0)
Imports: mda, mpath, mboost, gbm, earth, elasticnet, rms, methods, modeltools, bst, parallel, survival
Suggests: TH.data, R.rsp, gridExtra
Published: 2023-06-25
DOI: 10.32614/CRAN.package.bujar
Author: Zhu Wang <https://orcid.org/0000-0002-0773-0052> and others (see COPYRIGHTS)
Maintainer: Zhu Wang <zwang145 at uthsc.edu>
License: GPL-2
Copyright: see file COPYRIGHTS
NeedsCompilation: no
Citation: bujar citation info
Materials: NEWS
In views: Survival
CRAN checks: bujar results


Reference manual: bujar.pdf
Vignettes: Survival Prediction Using Gene Expression Data (with Results)
Survival Prediction Using Gene Expression Data (without Results)


Package source: bujar_0.2-11.tar.gz
Windows binaries: r-devel: bujar_0.2-11.zip, r-release: bujar_0.2-11.zip, r-oldrel: bujar_0.2-11.zip
macOS binaries: r-release (arm64): bujar_0.2-11.tgz, r-oldrel (arm64): bujar_0.2-11.tgz, r-release (x86_64): bujar_0.2-11.tgz, r-oldrel (x86_64): bujar_0.2-11.tgz
Old sources: bujar archive


Please use the canonical form https://CRAN.R-project.org/package=bujar to link to this page.