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mFLICA
View on CRAN: Click
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Download and install mFLICA package within the R console
Install from CRAN:
install.packages("mFLICA")
Install from Github:
library("remotes")
install_github("cran/mFLICA")
Install by package version:
library("remotes")
install_version("mFLICA", "0.1.6")
Attach the package and use:
library("mFLICA")
Maintained by
Chainarong Amornbunchornvej
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-02-11
Latest Update: 2022-01-24
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) for methodology and Chainarong Amornbunchornvej (2021) for software when referring to this package in publications.
How to cite:
Chainarong Amornbunchornvej (2020). mFLICA: Leadership-Inference Framework for Multivariate Time Series. R package version 0.1.6, https://cran.r-project.org/web/packages/mFLICA. Accessed 21 Nov. 2024.
Previous versions and publish date:
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Complete documentation for mFLICA
Functions, R codes and Examples using
the mFLICA R package
Some associated functions: TS . TSNANNearestNeighborPropagation . followingNetwork . followingRelation . getADJNetDen . getDynamicFollNet . getFactionSizeRatio . getFactions . getReachableNodes . mFLICA . plotMultipleTimeSeries .
Some associated R codes: TSNANNearestNeighborPropagation.R . data.R . followingNetwork.R . followingRelation.R . getDynamicFollNet.R . getFactions.R . getReachableNodes.R . mFLICA.R . supportFuncs.R . Full mFLICA package functions and examples
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