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

AuthorTakeshi Emura, Hsuan-Yu Chen, Yi-Hau Chen
Date of publication2017-03-18 17:52:02 UTC
MaintainerTakeshi Emura <takeshiemura@gmail.com>
LicenseGPL-2
Version3.3

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