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compound.Cox

swMATH ID: 17899
Software Authors: Takeshi Emura, Hsuan-Yu Chen, Yi-Hau Chen
Description: R package compound.Cox. Estimation and Gene Selection Based on the Compound Covariate Method Under the Cox Proportional Hazard Model. Cox regression for survival data with high-dimensional gene expressions. Available are statistical methods in Emura et al (2012 PLoS ONE) <<a href=”http://dx.doi.org/10.1371/journal.pone.0047627”>doi:10.1371/journal.pone.0047627</a>> and Emura & Chen (2016 Stat Methods Med Res) <<a href=”http://dx.doi.org/10.1177/0962280214533378”>doi:10.1177/0962280214533378</a>> and a survival dataset for non-small-cell lung cancer patients in Chen et al (2007 New Engl J Med) <<a href=”http://dx.doi.org/10.1056/NEJMoa060096”>doi:10.1056/NEJMoa060096</a>>.
Homepage: https://cran.r-project.org/web/packages/compound.Cox/index.html
Source Code:  https://github.com/cran/compound.Cox
Dependencies: R
Keywords: CRAN; R package; Gene Selection; Compound Covariate Method; Cox Proportional Hazard Model
Related Software: R; HSAUR; rpart; ctree; G2Vec; uni.survival.tree; partykit; survival; glmnet; joint.Cox; Copula.Markov.survival; Copula.Markov; surrosurv; MNM
Cited in: 11 Documents

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