Univariate Feature Selection and Compound Covariate for Predicting Survival, Including Copula-Based Analyses for Dependent Censoring

Documentation for package ‘compound.Cox’ version 3.32

compound.Cox-package	Univariate Feature Selection and Compound Covariate for Predicting Survival, Including Copula-Based Analyses for Dependent Censoring
CG.Clayton	Copula-graphic estimator under the Clayton copula.
CG.Frank	Copula-graphic estimator under the Frank copula.
CG.Gumbel	Copula-graphic estimator under the Gumbel copula.
CG.test	Testing survival difference of two groups via the CG estimators
cindex.CV	Cross-validated c-index for measuring the predictive accuracy of a prognostic index under a copula-based dependent censoring model.
compound.Cox	Univariate Feature Selection and Compound Covariate for Predicting Survival, Including Copula-Based Analyses for Dependent Censoring
compound.reg	Compound shrinkage estimation under the Cox model
dependCox.reg	Univariate Cox regression under dependent censoring.
dependCox.reg.CV	Cox regression under dependent censoring.
Lung	Survival data for patients with non-small-cell lung cancer.
PBC	Primary biliary cirrhosis (PBC) of the liver data
surv.factorial	Factorial survival analysis under dependent censoring
uni.score	Univariate Cox score test
uni.selection	Univariate feature selection based on univariate significance tests
uni.Wald	Univariate Cox Wald test
X.pathway	Generate a matrix of gene expressions in the presence of gene pathways
X.tag	Generate a matrix of gene expressions in the presence of tag genes