SurvBoost: Gradient Boosting for Survival Data

Gradient boosting for optimizing loss functions of different types of survival data, including stratified data. Emily Morris, Kevin He, Yanming Li, Yi Li, Jian Kang (2018) <arXiv:1803.07715> see for description of methods.

Version: 0.1.2
Depends: R (≥ 2.10), survival
Imports: Rcpp, mvtnorm, ggplot2, plyr, reshape2, directlabels
LinkingTo: Rcpp, RcppArmadillo, RcppParallel
Published: 2019-09-20
Author: Emily Morris, Kevin He, Yanming Li, Yi Li, Jian Kang
Maintainer: Emily Morris <emorrisl at umich.edu>
License: GPL-3
NeedsCompilation: yes
Materials: README NEWS
CRAN checks: SurvBoost results

Downloads:

Reference manual: SurvBoost.pdf
Package source: SurvBoost_0.1.2.tar.gz
Windows binaries: r-devel: SurvBoost_0.1.1.zip, r-release: SurvBoost_0.1.1.zip, r-oldrel: SurvBoost_0.1.1.zip
OS X binaries: r-release: SurvBoost_0.1.1.tgz, r-oldrel: SurvBoost_0.1.1.tgz
Old sources: SurvBoost archive

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