Other packages > Find by keyword >

mFLICA  

Leadership-Inference Framework for Multivariate Time Series
View on CRAN: Click here


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]
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 01 Apr. 2025.
Previous versions and publish date:
0.1.0 (2020-02-11 09:50), 0.1.1 (2020-04-03 11:50), 0.1.3 (2021-09-17 07:00), 0.1.4 (2021-12-09 10:30), 0.1.5 (2022-01-24 11:52)
Other packages that cited mFLICA R package
View mFLICA citation profile
Other R packages that mFLICA depends, imports, suggests or enhances
Complete documentation for mFLICA
Downloads during the last 30 days
03/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/31Downloads for mFLICA0102030405060TrendBars

Today's Hot Picks in Authors and Packages

eSIR  
Extended State-Space SIR Models
An implementation of extended state-space SIR models developed by Song Lab at UM school of Public H ...
Download / Learn more Package Citations See dependency  
shinyBS  
Twitter Bootstrap Components for Shiny
Adds additional Twitter Bootstrap components to Shiny. ...
Download / Learn more Package Citations See dependency  
gasmodel  
Generalized Autoregressive Score Models
Estimation, forecasting, and simulation of generalized autoregressive score (GAS) models of Creal, ...
Download / Learn more Package Citations See dependency  
samplesize  
Sample Size Calculation for Various t-Tests and Wilcoxon-Test
Computes sample size for Student's t-test and for the Wilcoxon-Mann-Whitney test for categorical dat ...
Download / Learn more Package Citations See dependency  
simplevis  
Wrappers to Simplify Beautiful "ggplot2" and "leaflet" Visualisation
Wrapper functions around the amazing 'leaflet' package that aims to simplify 'leaflet' visualisatio ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA