Univariate Feature Selection and Compound Covariate for
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) <10.1056>,
statistical methods in Emura et al (2012 PLoS ONE) <10.1371>,
Emura & Chen (2016 Stat Methods Med Res) <10.1177>, and Emura et al. (2018-).
Algorithms for generating correlated gene expressions are also available.10.1177>10.1371>10.1056>