Learn R Programming

DStree (version 1.0)

Recursive Partitioning for Discrete-Time Survival Trees

Description

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.

Copy Link

Version

Install

install.packages('DStree')

Monthly Downloads

15

Version

1.0

License

GPL-2

Maintainer

Peter Mayer

Last Published

December 27th, 2016

Functions in DStree (1.0)

surv

Print fitted Survival and Hazard Probabilites of a DStree Object
dis.cost

Convert observed time points in Copenhagen Stroke Study data set
prune.DStree

Prune a fitted survival tree
DStree.object

DStree Object
snip

Cost-complexity Pruning of a DStree Object
DStree

Fit a discrete-time survival tree
summary.DStree

Summarize a Fitted DStree Object
DStree-internal

Internal Functions
bag

Bagging Discrete-Time Survival Trees
predict.DStreebag

Prediction from bagged Discrete-Time Survival Trees
DStree.control

Control arguments for DStree algorithm
plot.DStree

Plot a DStree Object
predict.DStree

Predictions from a fitted DStree Object