Package: BrainNetTest Type: Package Title: Hypothesis Testing for Populations of Brain Networks Version: 0.2.2 Authors@R: c( person("Maximiliano", "Martino", email = "maxii.martino@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-2437-4387")), person("Daniel", "Fraiman", email = "dfraiman@udesa.edu.ar", role = "aut", comment = c(ORCID = "0000-0002-0482-9137"))) Description: Non-parametric hypothesis testing for populations of brain networks represented as graphs, following the L1-distance ANOVA framework of Fraiman and Fraiman (2018) . The package builds on this nonparametric graph-comparison framework, extending it with procedures for edge-level inference and identification of the specific connections driving group differences. In particular, it provides utilities to compute central (mean) graphs, pairwise Manhattan distances between adjacency matrices, the group test statistic T and its permutation p-value, and a fast permutation procedure to identify the critical edges that drive between-group differences. Helper functions to generate synthetic community-structured graphs and to visualise brain networks with communities are also included. License: MIT + file LICENSE URL: https://github.com/mmaximiliano/BrainNetTest BugReports: https://github.com/mmaximiliano/BrainNetTest/issues Encoding: UTF-8 Depends: R (>= 4.0.0) Imports: stats, graphics, utils, igraph Suggests: knitr, rmarkdown, testthat (>= 3.1.7) VignetteBuilder: knitr Config/testthat/edition: 3 Config/roxygen2/version: 8.0.0 Config/pak/sysreqs: libglpk-dev libxml2-dev Repository: https://mmaximiliano.r-universe.dev Date/Publication: 2026-09-15 15:01:03 UTC RemoteUrl: https://github.com/mmaximiliano/brainnettest RemoteRef: HEAD RemoteSha: 8617ba4054b0069b0b2d5e59296018b9791150c9 NeedsCompilation: no Packaged: 2026-10-15 11:20:33 UTC; root Author: Maximiliano Martino [aut, cre] (ORCID: ), Daniel Fraiman [aut] (ORCID: ) Maintainer: Maximiliano Martino