compound.Cox: Estimation, Gene Selection, and Survival Prediction Based on the Compound Covariate Method Under the Cox Model

Estimation, gene selection, and survival prediction based on the compound covariate method under the Cox model with high-dimensional gene expressions. Available are survival data for non-small-cell lung cancer patients with gene expressions (Chen et al 2007 New Engl J Med) <doi:10.1056/NEJMoa060096>, statistical methods in Emura et al (2012 PLoS ONE) <doi:10.1371/journal.pone.0047627> and Emura & Chen (2016 Stat Methods Med Res) <doi:10.1177/0962280214533378>. Algorithms for generating correlated gene expressions are also available.

Version: 3.6
Depends: numDeriv, survival
Published: 2017-11-18
Author: Takeshi Emura, Hsuan-Yu Chen, Shigeyuki Matsui, 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_3.6.tar.gz
Windows binaries: r-devel: compound.Cox_3.5.zip, r-release: compound.Cox_3.5.zip, r-oldrel: compound.Cox_3.5.zip
OS X El Capitan binaries: r-release: compound.Cox_3.6.tgz
OS X Mavericks binaries: r-oldrel: compound.Cox_3.6.tgz
Old sources: compound.Cox archive

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