Other packages > Find by keyword >

EGAnet  

Exploratory Graph Analysis – a Framework for Estimating the Number of Dimensions in Multivariate Data using Network Psychometrics
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("EGAnet", "2.4.1")



Attach the package and use:
library("EGAnet")
Maintained by
Hudson Golino
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-05-02
Latest Update: 2025-04-09
Description:
Implements the Exploratory Graph Analysis (EGA) framework for dimensionality and psychometric assessment. EGA estimates the number of dimensions in psychological data using network estimation methods and community detection algorithms. A bootstrap method is provided to assess the stability of dimensions and items. Fit is evaluated using the Entropy Fit family of indices. Unique Variable Analysis evaluates the extent to which items are locally dependent (or redundant). Network loadings provide similar information to factor loadings and can be used to compute network scores. A bootstrap and permutation approach are available to assess configural and metric invariance. Hierarchical structures can be detected using Hierarchical EGA. Time series and intensive longitudinal data can be analyzed using Dynamic EGA, supporting individual, group, and population level assessments.
How to cite:
Hudson Golino (2019). EGAnet: Exploratory Graph Analysis – a Framework for Estimating the Number of Dimensions in Multivariate Data using Network Psychometrics. R package version 2.4.1, https://cran.r-project.org/web/packages/EGAnet. Accessed 07 Oct. 2026.
Previous versions and publish date:
0.4 (2019-05-02 09:00), 0.5 (2019-06-03 14:10), 0.7 (2019-07-24 17:00), 0.8 (2019-09-25 10:20), 0.9.0 (2020-01-19 01:20), 0.9.1 (2020-01-29 18:10), 0.9.3 (2020-03-05 18:50), 0.9.6 (2020-07-13 06:40), 0.9.8 (2021-02-16 19:10), 1.0.0 (2021-11-10 09:20), 1.1.0 (2022-05-10 16:10), 1.2.0 (2022-08-12 19:50), 1.2.3 (2022-09-05 17:50), 2.0.0 (2023-08-16 11:22), 2.0.1 (2023-08-23 09:20), 2.0.2 (2023-10-25 10:50), 2.0.3 (2023-11-17 18:30), 2.0.4 (2024-01-22 16:02), 2.0.5 (2024-03-15 13:30), 2.0.6 (2024-04-22 23:50), 2.0.7 (2024-09-02 22:00), 2.0.8 (2024-09-28 04:20), 2.1.0 (2024-11-09 20:00), 2.2.0 (2025-03-07 17:40), 2.3.0 (2025-04-10 01:10), 2.4.0 (2025-12-06 17:30), (2026-07-09 08:02)
Other packages that cited EGAnet R package
View EGAnet citation profile
Other R packages that EGAnet depends, imports, suggests or enhances
Complete documentation for EGAnet
Functions, R codes and Examples using the EGAnet R package
Some associated functions: CFA . EBICglasso.qgraph . EGA.estimate . EGA.fit . EGA . EGAnet-package . Embed . LCT . TMFG . UVA . boot.ergoInfo . boot.wmt . bootEGA . color_palette_EGA . compare.EGA.plots . convert2igraph . depression . dimensionStability . dnn.weights . dynEGA.ind.pop . dynEGA . ega.wmt . entropyFit . ergoInfo . glla . hierEGA . infoCluster . intelligenceBattery . invariance . itemStability . jsd.ergoInfo . jsd . louvain . mctest.ergoInfo . methods.section . net.loads . net.scores . network.descriptives . optimism . plots . prime.num . prints . residualEGA . riEGA . sim.dynEGA . simDFM . summarys . tefi . totalCor . totalCorMat . toy.example . vn.entropy . wmt2 . 
Some associated R codes: CFA.R . EBICglasso.qgraph.R . EGA.R . EGA.estimate.R . EGA.fit.R . EGAnet.R . Embed.R . LCT.R . TMFG.R . UVA.R . boot.ergoInfo.R . boot.wmt.R . bootEGA.R . color_palette_EGA.R . compare.EGA.plots.R . convert2igraph.R . depression.R . dimensionStability.R . dnn.weights.R . dynEGA.R . dynEGA.ind.pop.R . ega.wmt.R . entropyFit.R . ergoInfo.R . glla.R . globals.R . hierEGA.R . infoCluster.R . intelligenceBattery.R . invariance.R . itemStability.R . jsd.R . jsd.ergoInfo.R . louvain.R . mctest.ergoInfo.R . methods.R . methods.section.R . net.loads.R . net.scores.R . network.descriptives.R . optimism.R . plots.R . prime.num.R . prints.R . residualEGA.R . riEGA.R . sim.dynEGA.R . simDFM.R . summarys.R . tefi.R . totalCor.R . totalCorMat.R . toy.example.R . utils-EGAnet.R . utils-EGAnet.methods.section.R . vn.entropy.R . wmt2.R . zzz.R .  Full EGAnet package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

skewlmm  
Scale Mixture of Skew-Normal Linear Mixed Models
It fits scale mixture of skew-normal linear mixed models using an expectation–maximization (EM) ty ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
plaqr  
Partially Linear Additive Quantile Regression
Estimation, prediction, thresholding, transformation, and plotting for partially linear additive qua ...
Download / Learn more Package Citations See dependency  
blandr  
Bland-Altman Method Comparison
Carries out Bland Altman analyses (also known as a Tukey mean-difference plot) as described by JM B ...
Download / Learn more Package Citations See dependency  
splm  
Econometric Models for Spatial Panel Data
ML and GM estimation and diagnostic testing of econometric models for spatial panel data. ...
Download / Learn more Package Citations See dependency  
PairedData  
Paired Data Analysis
Many datasets and a set of graphics (based on ggplot2), statistics, effect sizes and hypothesis test ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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