Other packages > Find by keyword >

VALIDICLUST  

VALID Inference for Clusters Separation Testing
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("VALIDICLUST", "0.1.0")



Attach the package and use:
library("VALIDICLUST")
Maintained by
Benjamin Hivert
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-12-01
Latest Update: 2022-12-01
Description:
Given a partition resulting from any clustering algorithm, the implemented tests allow valid post-clustering inference by testing if a given variable significantly separates two of the estimated clusters. Methods are detailed in: Hivert B, Agniel D, Thiebaut R & Hejblum BP (2022). "Post-clustering difference testing: valid inference and practical considerations", <doi:10.48550/arXiv.2210.13172>.
How to cite:
Benjamin Hivert (2022). VALIDICLUST: VALID Inference for Clusters Separation Testing. R package version 0.1.0, https://cran.r-project.org/web/packages/VALIDICLUST. Accessed 07 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited VALIDICLUST R package
View VALIDICLUST citation profile
Other R packages that VALIDICLUST depends, imports, suggests or enhances
Complete documentation for VALIDICLUST
Functions, R codes and Examples using the VALIDICLUST R package
Some associated functions: merge_selective_inference . test_multimod . test_selective_inference . 
Some associated R codes: merge_selective_inference.R . multimod.R . selective_inference.R . utils.R .  Full VALIDICLUST package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
Download / Learn more Package Citations See dependency  
modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
Download / Learn more Package Citations See dependency  
enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
Download / Learn more Package Citations See dependency  
bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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