{ "_id": "6a22e071530b9bc726bc8f0b", "Package": "BrainNetTest", "Type": "Package", "Title": "Hypothesis Testing for Populations of Brain Networks", "Version": "0.2.1", "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 a fast permutation procedure to\nidentify the critical edges that drive between-group\ndifferences. Helper functions to generate synthetic\ncommunity-structured graphs and to visualise brain networks\nwith communities are also included.", "License": "MIT + file LICENSE", "URL": "https://github.com/mmaximiliano/BrainNetTest", "BugReports": "https://github.com/mmaximiliano/BrainNetTest/issues", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "Config/pak/sysreqs": "libglpk-dev libxml2-dev", "Repository": "https://mmaximiliano.r-universe.dev", "Date/Publication": "2026-06-04 20:34:28 UTC", "RemoteUrl": "https://github.com/mmaximiliano/brainnettest", "RemoteRef": "HEAD", "RemoteSha": "8f7f950558676792c5d63c7a188aa5637c1e64f7", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-05 14:39:48 UTC", "User": "root" }, "Author": "Maximiliano Martino [aut, cre] (ORCID:\n),\nDaniel Fraiman [aut] (ORCID: )", "Maintainer": "Maximiliano Martino ", "MD5sum": "2516d13b186ec66e59ef76cc4fd3f4a3", "_user": "mmaximiliano", "_type": "src", 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