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.

Author
Zhu Wang and others (see COPYRIGHTS)
Date of publication
2015-12-19 16:15:19
Maintainer
Zhu Wang <zwang@connecticutchildrens.org>
License
GPL-2
Version
0.2-1

View on CRAN

Man pages

bujar
Buckley-James Regression
bujar-internal
Internal bujar objects
bujar-package
Title: Buckley-James Regression with High-Dimensional...
chop
Survival of CHOP for diffuse large B cell lymphoma
rchop
Survival of R-CHOP for diffuse large B cell lymphoma

Files in this package

bujar
bujar/inst
bujar/inst/COPYRIGHTS
bujar/inst/doc
bujar/inst/doc/dlbcl.pdf
bujar/inst/doc/dlbcl_raw.R
bujar/inst/doc/dlbcl.Rnw
bujar/inst/doc/static_dlbcl.pdf.asis
bujar/inst/doc/dlbcl.R
bujar/inst/doc/static_dlbcl.pdf
bujar/NAMESPACE
bujar/NEWS
bujar/data
bujar/data/chop.rda
bujar/data/datalist
bujar/data/rchop.rda
bujar/R
bujar/R/fpartial.R
bujar/R/predval.R
bujar/R/bjboost.R
bujar/R/mypartialPlot.R
bujar/R/gamplot_out.R
bujar/R/cvmboost.R
bujar/R/rif.R
bujar/R/bujar.R
bujar/R/vimpint.R
bujar/R/bstfit.R
bujar/R/gcv_enet.R
bujar/R/interactions.R
bujar/R/important_inter.R
bujar/vignettes
bujar/vignettes/dlbcl.Rnw
bujar/vignettes/bujar.bib
bujar/vignettes/static_dlbcl.pdf.asis
bujar/MD5
bujar/build
bujar/build/vignette.rds
bujar/DESCRIPTION
bujar/man
bujar/man/rchop.Rd
bujar/man/bujar.Rd
bujar/man/bujar-internal.Rd
bujar/man/bujar-package.Rd
bujar/man/chop.Rd
bujar/.Rinstignore