Package: mFLICA
Title: Leadership-Inference Framework for Multivariate Time Series
Version: 0.1.7
Authors@R: c(
    person(given = "Chainarong", family = "Amornbunchornvej",
           role = c("aut", "cre"), email = "grandca@gmail.com",
           comment =c(ORCID = "0000-0003-3131-0370")),
    person(given = "Namrata", family = "Banerji",  role = c("ctb"),
           email = "banerji.8@buckeyemail.osu.edu")
           )
Description: A leadership-inference framework for multivariate time
        series. The framework for multiple-faction-leadership inference
        from coordinated activities or 'mFLICA' uses a notion of a
        leader as an individual who initiates collective patterns that
        everyone in a group follows. Given a set of time series of
        individual activities, our goal is to identify periods of
        coordinated activity, find factions of coordination if more
        than one exist, as well as identify leaders of each faction.
        For each time step, the framework infers following relations
        between individual time series, then identifying a leader of
        each faction whom many individuals follow but it follows no
        one. A faction is defined as a group of individuals that
        everyone follows the same leader. 'mFLICA' reports following
        relations, leaders of factions, and members of each faction for
        each time step. Please see Chainarong Amornbunchornvej and
        Tanya Berger-Wolf (2018) <doi:10.1137/1.9781611975321.62> for
        methodology and Chainarong Amornbunchornvej (2021)
        <doi:10.1016/j.softx.2021.100781> for software when referring
        to 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
Depends: R (>= 3.5.0)
Imports: ggplot2 (>= 3.0)
Suggests: knitr, rmarkdown, R.rsp
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: 2026-05-25 07:37:11 UTC; root
Author: Chainarong Amornbunchornvej [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-3131-0370>),
  Namrata Banerji [ctb]
Maintainer: Chainarong Amornbunchornvej <grandca@gmail.com>