Other packages > Find by keyword >

uclust  

Clustering and Classification Inference with U-Statistics
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("uclust", "1.0.0")



Attach the package and use:
library("uclust")
Maintained by
Gabriela Cybis
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-02-11
Latest Update: 2021-06-18
Description:
Clustering and classification inference for high dimension low sample size (HDLSS) data with U-statistics. The package contains implementations of nonparametric statistical tests for sample homogeneity, group separation, clustering, and classification of multivariate data. The methods have high statistical power and are tailored for data in which the dimension L is much larger than sample size n. See Gabriela B. Cybis, Marcio Valk and Sílvia RC Lopes (2018) <doi:10.1080/00949655.2017.1374387>, Marcio Valk and Gabriela B. Cybis (2020) <doi:10.1080/10618600.2020.1796398>, Debora Z. Bello, Marcio Valk and Gabriela B. Cybis (2021) <doi:10.48550/arXiv.2106.09115>.
How to cite:
Gabriela Cybis (2019). uclust: Clustering and Classification Inference with U-Statistics. R package version 1.0.0, https://cran.r-project.org/web/packages/uclust. Accessed 20 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:57), 0.1.0 (2019-02-11 17:00), 0.2.0 (2020-01-20 19:30)
Other packages that cited uclust R package
View uclust citation profile
Other R packages that uclust depends, imports, suggests or enhances
Complete documentation for uclust
Functions, R codes and Examples using the uclust R package
Some associated functions: bn . bn3 . is_homo . is_homo3 . plot_uhclust . print.utest_classify . rep_optimBn . uclust . uclust3 . uhclust . utest . utest3 . utest_classify . var_bn . 
Some associated R codes: 3functions.R . Bn.R . BnClustSig.R . Utest.R . Utest_class.R . bn3.R . boot_sigma.R . is_homo.R . is_homo3.R . testes.R . uclust3.R . uhclust.R . utest3.R .  Full uclust package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

bgeva  
Binary Generalized Extreme Value Additive Models
Routine for fitting regression models for binary rare events with linear and nonlinear covariate eff ...
Download / Learn more Package Citations See dependency  
conStruct  
Models Spatially Continuous and Discrete Population Genetic Structure
A method for modeling genetic data as a combination of discrete layers, within each of which relate ...
Download / Learn more Package Citations See dependency  
ISR  
The Iterated Score Regression-Based Estimation
Algorithm to handle with PCA-based missing data, where ISR is for PCA-based missing data with high c ...
Download / Learn more Package Citations See dependency  
EvalEst  
Dynamic Systems Estimation - Extensions
Provides functions for evaluating (time series) model estimation methods. These facilitate Monte Ca ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
MOTE  
Effect Size and Confidence Interval Calculator
Measure of the Effect ('MOTE') is an effect size calculator, including a wide variety of effect siz ...
Download / Learn more Package Citations See dependency  

29,080

R Packages

247,686

Dependencies

76,898

Author Associations

29,081

Publication Badges

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