Cox models by likelihood based boosting for a single survival endpoint or competing risks


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Documentation for package ‘CoxBoost’ version 1.4

Help Pages

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 paramters 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
optimStepSizeFactor Coarse line search for optimum step-size modification factor
plot.CoxBoost Plot coefficient paths from CoxBoost fit
predict.CoxBoost Predict method for CoxBoost fits
predict.iCoxBoost Predict method for iCoxBoost fits