CoxFlexBoost: Boosting Flexible Cox Models (with Time-Varying Effects)
Version 0.7-0

Likelihood-based boosting approach to fit flexible, structured survival models with component-wise linear or P-spline base-learners. Variable selection and model choice are built in features.

Browse man pages Browse package API and functions Browse package files

AuthorBenjamin Hofner
Date of publicationNone
MaintainerBenjamin Hofner <benjamin.hofner@imbe.med.uni-erlangen.de>
LicenseGPL-2
Version0.7-0
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("CoxFlexBoost", repos="http://R-Forge.R-project.org")

Man pages

bbs: P-Spline Base-Learner for CoxFlexBoost
bols: Linear Base-Learner for CoxFlexBoost
boost_control: Specify Controls for the Boosting Algorithm
cfboost: Likelihood Based Boosting for Flexible, Structured Survival...
CoxFlexBoost-package: CoxFlexBoost: Boosting Flexible Cox Models (with Time-Varying...
crossvalidation: Cross-Validation
freq.sel: Extracts the Frequency of Selection for Base-Learners
methods: (Generic) Functions for cfboost Objects
mstop: Function to Extract (Optimal) Stopping Iteration
predict.cfboost: Predictions (for New Observations)
risk: Methods to Extract and Plot the (Minimal) Risk
rSurvTime: Simulate Arbitrary Survival Times

Functions

CoxFlexBoost Man page
CoxFlexBoost-package Man page
Extract Man page
PMLE Source code
Subscript Man page
[ Man page
[.cfboost Man page
bbs Man page Source code
bbsTime Man page Source code
bols Man page Source code
bolsTime Man page Source code
boost_control Man page Source code
boost_dpp Source code
cfboost Man page Source code
cfboost.formula Man page Source code
cfboost_fit Man page Source code
coef.cfboost Man page Source code
complete_cases Source code
coxflexboost Man page
cv Man page Source code
cv.cfboost Man page Source code
fitted.cfboost Man page Source code
freq.sel Man page Source code
getcoefs Source code
getoffset Source code
helper_fct Source code
integr Source code
integr_fisher Source code
integr_score Source code
mstop Man page Source code
mstop.cfboost Man page Source code
mstop.cv Man page Source code
penalty Source code
plot.cfboost Man page Source code
plot.cv Man page Source code
plot.inbag Man page Source code
plot.oobag Man page Source code
predict.baselearner Source code
predict.cfboost Man page Source code
predict_td Source code
print.cfboost Man page Source code
print.cv Man page Source code
print.fs Man page Source code
print.inbag Man page Source code
print.oobag Man page Source code
rSurvTime Man page Source code
risk Man page Source code
risk.cfboost Man page Source code
summary.cfboost Man page Source code
updatecoefs Source code

Files

R
R/risk.R
R/bols.R
R/integr_fisher.R
R/rSurvTime.R
R/methods.R
R/helpers.R
R/bbs.R
R/cfboost.R
R/PMLE.R
R/mstop.R
R/integr.R
R/crossvalidation.R
R/integr_score.R
NAMESPACE
inst
inst/CHANGES
DESCRIPTION
man
man/boost_control.Rd
man/cfboost.Rd
man/rSurvTime.Rd
man/crossvalidation.Rd
man/risk.Rd
man/predict.cfboost.Rd
man/bols.Rd
man/CoxFlexBoost-package.Rd
man/mstop.Rd
man/methods.Rd
man/bbs.Rd
man/freq.sel.Rd
CoxFlexBoost documentation built on May 21, 2017, 4:16 a.m.