Title: Buckley-James Regression with High-Dimensional Biomarker Data

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Description

Buckley-James regression for right-censoring survival data

Details

Buckley-James regression for right-censoring survival data with high-dimensional covariates. Including L_2 boosting with componentwise linear least squares, componentwise smoothing splines, P-splines, regression trees and boosted MARS. Other high-dimensional tools include elastic net, MARS, ACOSSO.

Package: bujar
Type: Package
Version: 0.1-2
Date: 2012-12-20
License: GPL (version 2 or newer)
LazyLoad: yes

Author(s)

Zhu Wang Maintainer: Zhu Wang <zwang@ccmckids.org>

References

Zhu Wang and C.Y. Wang (2010), Buckley-James Boosting for Survival Analysis with High-Dimensional Biomarker Data. Statistical Applications in Genetics and Molecular Biology, Vol. 9 : Iss. 1, Article 24.