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) .


Reference manual

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install.packages("bujar")

0.2-11 by Zhu Wang, 3 years ago


Browse source code at https://github.com/cran/bujar


Authors: Zhu Wang and others


Documentation:   PDF Manual  


GPL-2 license


Imports mda, mpath, mboost, gbm, earth, elasticnet, rms, methods, modeltools, bst, parallel, survival

Suggests TH.data, R.rsp, gridExtra


See at CRAN