{ "_id": "6ad0b7c5b0a1b4b4099d7498", "Package": "BrainNetTest", "Type": "Package", "Title": "Hypothesis Testing for Populations of Brain Networks", "Version": "0.2.2", "Authors@R": "c(\nperson(\"Maximiliano\", \"Martino\",\nemail = \"maxii.martino@gmail.com\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-2437-4387\")),\nperson(\"Daniel\", \"Fraiman\",\nemail = \"dfraiman@udesa.edu.ar\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0002-0482-9137\")))", "Description": "Non-parametric hypothesis testing for populations of brain\nnetworks represented as graphs, following the L1-distance ANOVA\nframework of Fraiman and Fraiman (2018)\n. The package builds on this\nnonparametric graph-comparison framework, extending it with\nprocedures for edge-level inference and identification of the\nspecific connections driving group differences. In particular,\nit provides utilities to compute central (mean) graphs,\npairwise Manhattan distances between adjacency matrices, the\ngroup test statistic T and its permutation p-value, and a fast\npermutation procedure to identify the critical edges that drive\nbetween-group differences. Helper functions to generate\nsynthetic community-structured graphs and to visualise brain\nnetworks 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", "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": { "Date": "2026-10-15 11:20:33 UTC", "User": "root" }, "Author": "Maximiliano Martino [aut, cre] (ORCID:\n),\nDaniel Fraiman [aut] (ORCID: )", "Maintainer": "Maximiliano Martino ", "_user": "mmaximiliano", "_type": "src", "_file": "BrainNetTest_0.2.2.tar.gz", 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