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]
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 22 Dec. 2024.
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
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  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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