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 05 Jun. 2026.
Previous versions and publish date:
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

crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
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  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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