timebart: timebart: Survival Analysis with BART
Version 1.0

Bayesian Additive Regression Trees (BART) have been shown to provide flexible nonparametric modeling of covariates to binary and continuous outcomes. This R package extends BART to time-to-event outcomes with right censoring including recurrent events.

Browse man pages Browse package API and functions Browse package files

AuthorRodney Sparapani <rsparapa@mcw.edu>
Date of publication2017-01-07 22:53:18
MaintainerRodney Sparapani <rsparapa@mcw.edu>
LicenseGPL (>= 2)
Version1.0
URL http://timebart.r-forge.r-project.org
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("timebart", repos="http://R-Forge.R-project.org")

Man pages

mc.surv.bart.gse: Global SE variable selection for nonparametric survival...
recur.bart: Nonparametric survival analysis with BART
recur.pre.bart: Data construction for nonparametric survival analysis with...
surv.bart: Nonparametric survival analysis with BART
surv.bart.dss: Decoupling Shrinkage and Selection (DSS) variable selection...
surv.pre.bart: Data construction for nonparametric survival analysis with...
x.test: A data set used in example of 'recur.bart'.
x.train: A real data example for 'recur.bart'.
y.train: A data set used in example of 'recur.bart'.

Functions

mc.recur.bart Man page Source code
mc.surv.bart Man page Source code
mc.surv.bart.dss Man page Source code
mc.surv.bart.gse Man page Source code
recur.bart Man page Source code
recur.pre.bart Man page Source code
surv.bart Man page Source code
surv.bart.dss Man page Source code
surv.pre.bart Man page Source code
x.test Man page
x.train Man page
y.test Man page
y.train Man page

Files

COPYING
DESCRIPTION
NAMESPACE
R
R/mc.recur.bart.R
R/mc.surv.bart.R
R/mc.surv.bart.dss.R
R/mc.surv.bart.gse.R
R/recur.bart.R
R/recur.pre.bart.R
R/surv.bart.R
R/surv.bart.dss.R
R/surv.pre.bart.R
data
data/datalist
data/x.test.rda
data/x.train.rda
data/y.test.rda
data/y.train.rda
man
man/mc.surv.bart.gse.Rd
man/recur.bart.Rd
man/recur.pre.bart.Rd
man/surv.bart.Rd
man/surv.bart.dss.Rd
man/surv.pre.bart.Rd
man/x.test.Rd
man/x.train.Rd
man/y.train.Rd
timebart documentation built on May 21, 2017, 12:23 a.m.