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 a 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. Algorithms for simulating gene expressions in these references are also given.

Version: 2.0
Depends: numDeriv, survival
Published: 2015-10-31
Author: Takeshi Emura & Yi-Hau Chen
Maintainer: Takeshi Emura <takeshiemura at gmail.com>
License: GPL-2
NeedsCompilation: no
In views: Survival
CRAN checks: compound.Cox results

Downloads:

Reference manual: compound.Cox.pdf
Package source: compound.Cox_2.0.tar.gz
Windows binaries: r-devel: compound.Cox_2.0.zip, r-release: compound.Cox_2.0.zip, r-oldrel: compound.Cox_2.0.zip
OS X Mavericks binaries: r-release: compound.Cox_2.0.tgz, r-oldrel: compound.Cox_2.0.tgz
Old sources: compound.Cox archive

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