Calculate regression coefficients and their standard deviations under the Cox proportional hazard model with a large number of covariates. A shrinkage type estimation based on the compound covariate method (Emura, Chen & Chen, 2012 PLoS ONE) and a univariate gene selection method under dependent censoring (Emura & Chen, 2014 Statistical Methods in Medical Research) are implemented. Algorithms for simulating gene expressions in these references are also given.
|Author:||Takeshi Emura & Yi-Hau Chen|
|Maintainer:||Takeshi Emura <takeshiemura at gmail.com>|
|CRAN checks:||compound.Cox results|
|Windows binaries:||r-devel: compound.Cox_2.0.zip, r-release: compound.Cox_2.0.zip, r-oldrel: compound.Cox_2.0.zip|
|OS X Mavericks binaries:||r-release: compound.Cox_2.0.tgz, r-oldrel: compound.Cox_2.0.tgz|
|Old sources:||compound.Cox archive|
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