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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 14 Mar. 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
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