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 12 Sep. 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

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  
NScluster  
Simulation and Estimation of the Neyman-Scott Type Spatial Cluster Models
Simulation and estimation for Neyman-Scott spatial cluster point process models and their extension ...
Download / Learn more Package Citations See dependency  
mixl  
Simulated Maximum Likelihood Estimation of Mixed Logit Models for Large Datasets
Specification and estimation of multinomial logit models. Large datasets and complex models are su ...
Download / Learn more Package Citations See dependency  
electionsBR  
R Functions to Download and Clean Brazilian Electoral Data
Offers a set of functions to easily download and clean Brazilian electoral data from the Superior E ...
Download / Learn more Package Citations See dependency  
unikn  
Graphical Elements of the University of Konstanz's Corporate Design
Define and use graphical elements of corporate design manuals in R. The 'unikn' package provides col ...
Download / Learn more Package Citations See dependency  
qdapTools  
Tools for the 'qdap' Package
A collection of tools associated with the 'qdap' package that may be useful outside of the context ...
Download / Learn more Package Citations See dependency  

28,480

R Packages

239,283

Dependencies

75,677

Author Associations

28,481

Publication Badges

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