Other packages > Find by keyword >

ConNEcT  

Contingency Measure-Based Networks for Binary Time Series
View on CRAN: Click here


Download and install ConNEcT package within the R console
Install from CRAN:
install.packages("ConNEcT")

Install from Github:
library("remotes")
install_github("cran/ConNEcT")

Install by package version:
library("remotes")
install_version("ConNEcT", "0.7.27")



Attach the package and use:
library("ConNEcT")
Maintained by
Nadja Bodner
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-11-02
Latest Update: 2022-05-09
Description:
The ConNEcT approach investigates the pairwise association strength of binary time series by calculating contingency measures and depicts the results in a network. The package includes features to explore and visualize the data. To calculate the pairwise concurrent or temporal sequenced relationship between the variables, the package provides seven contingency measures (proportion of agreement, classical & corrected Jaccard, Cohen's kappa, phi correlation coefficient, odds ratio, and log odds ratio), however, others can easily be implemented. The package also includes non-parametric significance tests, that can be applied to test whether the contingency value quantifying the relationship between the variables is significantly higher than chance level. Most importantly this test accounts for auto-dependence and relative frequency.See Bodner et al.(2021) .Finally, a network can be drawn. Variables depicted the nodes of the network, with the node size adapted to the prevalence. The association strength between the variables defines the undirected (concurrent) or directed (temporal sequenced) links between the nodes. The results of the non-parametric significance test can be included by depicting either all links or only the significant ones. Tutorial see Bodner et al.(2021) .
How to cite:
Nadja Bodner (2021). ConNEcT: Contingency Measure-Based Networks for Binary Time Series. R package version 0.7.27, https://cran.r-project.org/web/packages/ConNEcT. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.7.26 (2021-11-02 09:50)
Other packages that cited ConNEcT R package
View ConNEcT citation profile
Other R packages that ConNEcT depends, imports, suggests or enhances
Complete documentation for ConNEcT
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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