Other packages > Find by keyword >

MATES  

Multi-View Aggregated Two Sample Tests
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("MATES", "0.1")



Attach the package and use:
library("MATES")
Maintained by
Zexi Cai
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-01-22
Latest Update: 2026-01-22
Description:
Implements the Multi-view Aggregated Two-Sample (MATES) test, a powerful nonparametric method for testing equality of two multivariate distributions. The method constructs multiple graph-based statistics from various perspectives (views) including different distance metrics, graph types (nearest neighbor graphs, minimum spanning trees, and robust nearest neighbor graphs), and weighting schemes. These statistics are then aggregated through a quadratic form to achieve improved statistical power. The package provides both asymptotic closed-form inference and permutation-based testing procedures. For methodological details, see Cai and others (2026+) <doi:10.48550/arXiv.2412.16684>.
How to cite:
Zexi Cai (2026). MATES: Multi-View Aggregated Two Sample Tests. R package version 0.1, https://cran.r-project.org/web/packages/MATES. Accessed 03 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited MATES R package
View MATES citation profile
Other R packages that MATES depends, imports, suggests or enhances
Complete documentation for MATES
Functions, R codes and Examples using the MATES R package
Full MATES package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

sudokuAlt  
Tools for Making and Spoiling Sudoku Games
Tools for making, retrieving, displaying and solving sudoku games. This package is an alternative to ...
Download / Learn more Package Citations See dependency  
mxmmod  
Measurement Model of Derivatives in 'OpenMx'
Provides a convenient interface in 'OpenMx' for building Estabrook's (2015) ...
Download / Learn more Package Citations See dependency  
WA  
While-Alive Loss Rate for Recurrent Event in the Presence of Death
Contains inferential and graphical routines for multi-group analysis of while-alive loss (or event) ...
Download / Learn more Package Citations See dependency  
Maintainer: Lu Mao (view profile)
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  
cccrm  
Concordance Correlation Coefficient for Repeated (and Non-Repeated) Measures
Estimates the Concordance Correlation Coefficient to assess agreement. The scenarios considered are ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,834

Publication Badges

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