Cox Models by Likelihood Based Boosting for a Single Survival Endpoint or Competing Risks

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Documentation for package ‘CoxBoost’ version 1.5.1

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CoxBoost-package CoxBoost: Cox Models by Likelihood Based Boosting for a Single Survival Endpoint or Competing Risks
coef.CoxBoost Coeffients from CoxBoost fit
CoxBoost Fit a Cox model by likelihood based boosting
cv.CoxBoost Determines the optimal number of boosting steps by cross-validation
cvcb.control Control parameters for cross-validation in 'iCoxBoost'
estimPVal Estimate p-values for a model fitted by CoxBoost
iCoxBoost Interface for cross-validation and model fitting using a formula description
optimCoxBoostPenalty Coarse line search for adequate penalty parameter
plot.CoxBoost Plot coefficient paths from CoxBoost fit
predict.CoxBoost Predict method for CoxBoost fits
predict.iCoxBoost Predict method for iCoxBoost fits
print.CoxBoost Print a CoxBoost type
resample.CoxBoost Performs resampling for a stratified weighted Cox model by componentwise likelihood based boosting for developing subgroup covariate signatures
stabtrajec Plots stability trajectories from resCoxBoost fits
summary.CoxBoost Summary of a CoxBoost type
weightfreqmap Plots stability trajectories from resCoxBoost fits