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 all top 5 Cited by 15 Authors 9 Emura, Takeshi 2 Shih, Jia-Han 1 Chang, Yuan-Tsung 1 Chou, Wen-Chi 1 Feng, Long 1 Honda, Toshio 1 Hsu, Jiun-Huang 1 Hsu, Wei-Chern 1 Huang, Xinwei 1 Konno, Yoshihiko 1 Liu, Binghui 1 Matsui, Shigeyuki 1 Rondeau, Virginie 1 Yang, Szu-Peng 1 Zhang, XiaoXu all top 5 Cited in 6 Serials 3 Journal of the Japan Statistical Society. Japanese Issue 2 Communications in Statistics. Simulation and Computation 2 Communications in Statistics. Theory and Methods 2 Computational Statistics and Data Analysis 1 Journal of Applied Statistics 1 SpringerBriefs in Statistics Cited in 3 Fields 11 Statistics (62-XX) 1 Probability theory and stochastic processes (60-XX) 1 Biology and other natural sciences (92-XX) Citations by Year