CoxBoost v1.4


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

This package provides routines for fitting Cox models by likelihood based boosting for a single endpoint or in presence of competing risks

Functions in CoxBoost

Name Description
optimStepSizeFactor Coarse line search for optimum step-size modification factor
optimCoxBoostPenalty Coarse line search for adequate penalty parameter
predict.CoxBoost Predict method for CoxBoost fits
CoxBoost Fit a Cox model by likelihood based boosting
estimPVal Estimate p-values for a model fitted by CoxBoost
cvcb.control Control paramters for cross-validation in iCoxBoost
iCoxBoost Interface for cross-validation and model fitting using a formula description
cv.CoxBoost Determines the optimal number of boosting steps by cross-validation
coef.CoxBoost Coeffients from CoxBoost fit
plot.CoxBoost Plot coefficient paths from CoxBoost fit
predict.iCoxBoost Predict method for iCoxBoost fits
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License GPL (>= 2)
Packaged 2013-05-09 21:07:32 UTC; harald
NeedsCompilation yes
Repository CRAN
Date/Publication 2013-05-10 10:18:16

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