compound.Cox (3.17)

Univariate Feature Selection and Compound Covariate for Predicting Survival.

Univariate feature selection and compound covariate methods under the Cox model with high-dimensional features (e.g., 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) , Emura & Chen (2016 Stat Methods Med Res) , and Emura et al. (2019). Algorithms for generating correlated gene expressions are also available.

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

License: GPL-2

Uses: numDeriv, survival
Reverse depends: Bivariate.Pareto, GFGM.copula

Released 3 months ago.