compound.Cox: Regression estimation based on the compound covariate method under the Cox proportional hazard model

Calculate regression coefficients and their standard deviations under the Cox proportional hazard model with the large number of covariates. A shrinkage type estimation based on the compound covariate method (Emura, Chen & Chen, 2012 PLoS ONE) and a univariate gene selection method under dependent censoring (Emura & Chen, 2014 Statistical Methods in Medical Research) are implemented in this package.

Version: 1.4
Depends: numDeriv, survival
Published: 2014-04-13
Author: Takeshi Emura & Yi-Hau Chen
Maintainer: Takeshi Emura <emura at stat.ncu.edu.tw>
License: GPL-2
NeedsCompilation: no
In views: Survival
CRAN checks: compound.Cox results

Downloads:

Reference manual: compound.Cox.pdf
Package source: compound.Cox_1.4.tar.gz
Windows binaries: r-devel: compound.Cox_1.4.zip, r-release: compound.Cox_1.4.zip, r-oldrel: compound.Cox_1.4.zip
OS X Snow Leopard binaries: r-release: compound.Cox_1.4.tgz, r-oldrel: compound.Cox_1.4.tgz
OS X Mavericks binaries: r-release: compound.Cox_1.4.tgz
Old sources: compound.Cox archive