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compound.Cox (version 3.20)
Univariate Feature Selection and Compound Covariate for
Predicting Survival
Description
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.