R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
rocTree
View on CRAN: Click
here
Download and install rocTree package within the R console
Install from CRAN:
install.packages("rocTree")
Install from Github:
library("remotes")
install_github("cran/rocTree")
Install by package version:
library("remotes")
install_version("rocTree", "1.1.1")
Attach the package and use:
library("rocTree")
Maintained by
Sy Han Chiou
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.rocTree . http://github.com/stc04003/rocTree/issues . http://github.com/stc04003/rocTree . rocTree results . rocTree.pdf . rocTree_1.1.1.tar.gz . rocTree_1.1.1.zip . rocTree_1.1.1.zip . rocTree_1.1.1.zip . rocTree_1.1.1.tgz . rocTree_1.1.1.tgz . rocTree_1.1.1.tgz . rocTree_1.1.1.tgz . rocTree_1.1.1.tgz . rocTree_1.1.1.tgz . rocTree archive . https://CRAN.R-project.org/package=rocTree .
First Published: 2019-03-24
Latest Update: 2020-08-01
Description:
Receiver Operating Characteristic (ROC)-guided survival trees and ensemble algorithms are implemented, providing a unified framework for tree-structured analysis with censored survival outcomes. A time-invariant partition scheme on the survivor population was considered to incorporate time-dependent covariates. Motivated by ideas of randomized tests, generalized time-dependent ROC curves were used to evaluate the performance of survival trees and establish the optimality of the target hazard/survival function. The optimality of the target hazard function motivates us to use a weighted average of the time-dependent area under the curve (AUC) on a set of time points to evaluate the prediction performance of survival trees and to guide splitting and pruning. A detailed description of the implemented methods can be found in Sun et al. (2019) .
How to cite:
Sy Han Chiou (2019). rocTree: Receiver Operating Characteristic (ROC)-Guided Classification and Survival Tree. R package version 1.1.1, https://cran.r-project.org/web/packages/rocTree. Accessed 26 Mar. 2025.
Other packages that cited rocTree R package
View rocTree citation profile
Other R packages that rocTree depends,
imports, suggests or enhances
Complete documentation for rocTree
Functions, R codes and Examples using
the rocTree R package
Some associated functions: export_Surv . plot.rocTree . predict.rocTree . print.rocTree . rocTree-package . rocTree . simDat . simu .
Some associated R codes: RcppExports.R . Surv.R . data.R . plot.predict.rocTree.R . plot.rocTree.R . predict.rocTree.R . print.rocTree.R . rocTree.R . rocTree_pkg.R . simu.R . util.R . Full rocTree package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
provenance
Bundles a number of established statistical methods to facilitate the visual interpretation of large ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Pieter Vermeesch (view profile)
fPortfolio
A collection of functions to optimize portfolios and to analyze them from different points of view. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Stefan Theussl (view profile)
sAIC
Computes the Akaike information criterion for the generalized linear models (logistic regression, Po ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Shuichi Kawano (view profile)
photobiologyPlants
Provides functions for quantifying visible (VIS) and ultraviolet
(UV) radiation in relation to the ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Pedro J. Aphalo (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
DySS
In practice, we will encounter problems where the longitudinal performance of processes needs to be ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Lu You (view profile)
23,842
R Packages
207,311
Dependencies
64,420
Author Associations
23,781
Publication Badges
