Cox Models by Likelihood Based Boosting for a Single Survival Endpoint or Competing Risks
Coeffients from CoxBoost fit
CoxBoost: Cox Models by Likelihood Based Boosting for a Single Surviva...
Fit a Cox model by likelihood based boosting
Determines the optimal number of boosting steps by cross-validation
Control parameters for cross-validation in iCoxBoost
Estimate p-values for a model fitted by CoxBoost
Interface for cross-validation and model fitting using a formula descr...
Coarse line search for adequate penalty parameter
Plot coefficient paths from CoxBoost fit
Predict method for CoxBoost fits
Predict method for iCoxBoost fits
Print a CoxBoost type
Performs resampling for a stratified weighted Cox model by componentwi...
Plots stability trajectories from resCoxBoost fits
Summary of a CoxBoost type
Provides routines for fitting Cox models by likelihood based boosting for single event survival data with right censoring or in the presence of competing risks. The methodology is described in Binder and Schumacher (2008) <doi:10.1186/1471-2105-9-14> and Binder et al. (2009) <doi:10.1093/bioinformatics/btp088>.