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 21 Nov. 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

kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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