compound.Cox (3.2)

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

http://cran.r-project.org/web/packages/compound.Cox

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) , statistical methods in Emura et al (2012 PLoS ONE) and Emura & Chen (2016 Stat Methods Med Res) . Algorithms for generating correlated gene expressions are also available.

Maintainer: Takeshi Emura
Author(s): Takeshi Emura, Hsuan-Yu Chen, Yi-Hau Chen

License: GPL-2

Uses: numDeriv, survival

Released 3 months ago.