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: | 0.2-3 |
| Depends: | R (≥ 2.10) |
| Imports: | mda, mpath, mboost, gbm, earth, elasticnet, rms, methods, modeltools, bst, parallel |
| Suggests: | TH.data, survival, R.rsp |
| Published: | 2017-04-27 |
| 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 |
| Reference manual: | bujar.pdf |
| Vignettes: |
Survival Prediction Using Gene Expression Data (Long) Survival Prediction Using Gene Expression Data (Short) |
| Package source: | bujar_0.2-3.tar.gz |
| Windows binaries: | r-devel: bujar_0.2-3.zip, r-release: bujar_0.2-3.zip, r-oldrel: bujar_0.2-3.zip |
| OS X El Capitan binaries: | r-release: bujar_0.2-3.tgz |
| OS X Mavericks binaries: | r-oldrel: bujar_0.2-3.tgz |
| Old sources: | bujar archive |
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