Other packages > Find by keyword >

SurvivalClusteringTree  

Clustering Analysis Using Survival Tree and Forest Algorithms
View on CRAN: Click here


Download and install SurvivalClusteringTree package within the R console
Install from CRAN:
install.packages("SurvivalClusteringTree")

Install from Github:
library("remotes")
install_github("cran/SurvivalClusteringTree")

Install by package version:
library("remotes")
install_version("SurvivalClusteringTree", "1.1.1")



Attach the package and use:
library("SurvivalClusteringTree")
Maintained by
Lu You
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-09-11
Latest Update: 2023-09-11
Description:
An outcome-guided algorithm is developed to identify clusters of samples with similar characteristics and survival rate. The algorithm first builds a random forest and then defines distances between samples based on the fitted random forest. Given the distances, we can apply hierarchical clustering algorithms to define clusters. Details about this method is described in <https://github.com/luyouepiusf/SurvivalClusteringTree>.
How to cite:
Lu You (2023). SurvivalClusteringTree: Clustering Analysis Using Survival Tree and Forest Algorithms. R package version 1.1.1, https://cran.r-project.org/web/packages/SurvivalClusteringTree. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0 (2023-09-11 10:40), 1.1 (2024-05-13 22:33)
Other packages that cited SurvivalClusteringTree R package
View SurvivalClusteringTree citation profile
Other R packages that SurvivalClusteringTree depends, imports, suggests or enhances
Complete documentation for SurvivalClusteringTree
Functions, R codes and Examples using the SurvivalClusteringTree R package
Full SurvivalClusteringTree package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA