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

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

Author
Harald Binder <binderh@uni-mainz.de>
Date of publication
2013-05-10 10:18:16
Maintainer
Harald Binder <binderh@uni-mainz.de>
License
GPL (>= 2)
Version
1.4

View on CRAN

Man pages

coef.CoxBoost
Coeffients from CoxBoost fit
CoxBoost
Fit a Cox model by likelihood based boosting
cvcb.control
Control paramters for cross-validation in 'iCoxBoost'
cv.CoxBoost
Determines the optimal number of boosting steps by...
estimPVal
Estimate p-values for a model fitted by CoxBoost
iCoxBoost
Interface for cross-validation and model fitting using a...
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

Files in this package

CoxBoost
CoxBoost/MD5
CoxBoost/src
CoxBoost/src/find_best.c
CoxBoost/man
CoxBoost/man/predict.iCoxBoost.Rd
CoxBoost/man/predict.CoxBoost.Rd
CoxBoost/man/plot.CoxBoost.Rd
CoxBoost/man/optimStepSizeFactor.Rd
CoxBoost/man/optimCoxBoostPenalty.Rd
CoxBoost/man/iCoxBoost.Rd
CoxBoost/man/estimPVal.Rd
CoxBoost/man/cvcb.control.Rd
CoxBoost/man/cv.CoxBoost.Rd
CoxBoost/man/coef.CoxBoost.Rd
CoxBoost/man/CoxBoost.Rd
CoxBoost/changeLog
CoxBoost/R
CoxBoost/R/optimStepSizeFactor.R
CoxBoost/R/iCoxBoost.R
CoxBoost/R/estimPVal.R
CoxBoost/R/CoxBoost.R
CoxBoost/NAMESPACE
CoxBoost/DESCRIPTION