DStree: Recursive Partitioning for Discrete-Time Survival Trees

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Building discrete-time survival trees and bagged trees based on the functionalities of the rpart package. Splitting criterion maximizes the likelihood of a covariate-free logistic discrete time hazard model.

Author
Peter Mayer, Denis Larocque, Matthias Schmid
Date of publication
2014-08-19 22:25:27
Maintainer
Peter Mayer <mayerptr@gmail.com>
License
GPL-2
Version
1.0

View on CRAN

Man pages

bag
Bagging Discrete-Time Survival Trees
dis.cost
Convert observed time points in Copenhagen Stroke Study data...
DStree
Fit a discrete-time survival tree
DStree.control
Control arguments for DStree algorithm
DStree-internal
Internal Functions
DStree.object
DStree Object
plot.DStree
Plot a DStree Object
predict.DStree
Predictions from a fitted DStree Object
predict.DStreebag
Prediction from bagged Discrete-Time Survival Trees
prune.DStree
Prune a fitted survival tree
snip
Cost-complexity Pruning of a DStree Object
summary.DStree
Summarize a Fitted DStree Object
surv
Print fitted Survival and Hazard Probabilites of a DStree...

Files in this package

DStree
DStree/src
DStree/src/lik.cpp
DStree/src/hazard.cpp
DStree/src/hazardl.cpp
DStree/src/hazardr.cpp
DStree/src/RcppExports.cpp
DStree/NAMESPACE
DStree/R
DStree/R/split.criterion.R
DStree/R/DStree.bag.R
DStree/R/comp.surv.parms.R
DStree/R/DStreebag.predict.R
DStree/R/print.DStree.R
DStree/R/dis.cost.R
DStree/R/surv.DStree.R
DStree/R/DStree.control.R
DStree/R/labels.DStree.R
DStree/R/summary.DStree.R
DStree/R/labels.rpart.R
DStree/R/RcppExports.R
DStree/R/formatg.R
DStree/R/DStree.prune.R
DStree/R/DStree.R
DStree/R/DStree.plot.R
DStree/R/DStree.snip.R
DStree/R/DStree.predict.R
DStree/R/MAE.R
DStree/R/sample.ds.R
DStree/R/zzz.R
DStree/MD5
DStree/DESCRIPTION
DStree/man
DStree/man/DStree-internal.Rd
DStree/man/predict.DStree.Rd
DStree/man/DStree.object.Rd
DStree/man/predict.DStreebag.Rd
DStree/man/plot.DStree.Rd
DStree/man/prune.DStree.Rd
DStree/man/surv.Rd
DStree/man/bag.Rd
DStree/man/dis.cost.Rd
DStree/man/snip.Rd
DStree/man/DStree.control.Rd
DStree/man/summary.DStree.Rd
DStree/man/DStree.Rd