{ "_id": "6a13fcd3acfb0bcc41d368c9", "Package": "mFLICA", "Title": "Leadership-Inference Framework for Multivariate Time Series", "Version": "0.1.7", "Authors@R": "c(\nperson(given = \"Chainarong\", family = \"Amornbunchornvej\",\nrole = c(\"aut\", \"cre\"), email = \"grandca@gmail.com\",\ncomment =c(ORCID = \"0000-0003-3131-0370\")),\nperson(given = \"Namrata\", family = \"Banerji\", role = c(\"ctb\"),\nemail = \"banerji.8@buckeyemail.osu.edu\")\n)", "Description": "A leadership-inference framework for multivariate time\nseries. The framework for multiple-faction-leadership inference\nfrom coordinated activities or 'mFLICA' uses a notion of a\nleader as an individual who initiates collective patterns that\neveryone in a group follows. Given a set of time series of\nindividual activities, our goal is to identify periods of\ncoordinated activity, find factions of coordination if more\nthan one exist, as well as identify leaders of each faction.\nFor each time step, the framework infers following relations\nbetween individual time series, then identifying a leader of\neach faction whom many individuals follow but it follows no\none. A faction is defined as a group of individuals that\neveryone follows the same leader. 'mFLICA' reports following\nrelations, leaders of factions, and members of each faction for\neach time step. Please see Chainarong Amornbunchornvej and\nTanya Berger-Wolf (2018) for\nmethodology and Chainarong Amornbunchornvej (2021)\n for software when referring\nto this package in publications.", "License": "GPL-3", "URL": "https://github.com/DarkEyes/mFLICA", "BugReports": "https://github.com/DarkEyes/mFLICA/issues", "Language": "en-US", "Encoding": "UTF-8", "LazyData": "true", "VignetteBuilder": "knitr, R.rsp", "RoxygenNote": "7.3.2", "Repository": "https://darkeyes.r-universe.dev", "Date/Publication": "2025-05-28 09:49:06 UTC", "RemoteUrl": "https://github.com/darkeyes/mflica", "RemoteRef": "HEAD", "RemoteSha": "4149f7739fd0c8976d8d3e4e2c0b0ed0e7cf40da", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-25 07:37:11 UTC", "User": "root" }, "Author": "Chainarong Amornbunchornvej [aut, cre] (ORCID:\n),\nNamrata Banerji [ctb]", "Maintainer": "Chainarong Amornbunchornvej ", "MD5sum": "bdd3bd7854bb43c3bf86ab3dda8ea8d0", "_user": "darkeyes", "_type": "src", "_file": 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