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