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", "2.3.0")



Attach the package and use:
library("EGAnet")
Maintained by
Hudson Golino
[Scholar Profile | Author Map]
First Published: 2019-05-02
Latest Update: 2024-01-22
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 2.3.0, https://cran.r-project.org/web/packages/EGAnet. Accessed 10 May. 2025.
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)
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
04/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/0605/0705/08Downloads for EGAnet20406080100120140160180200220240260280TrendBars

Today's Hot Picks in Authors and Packages

specklestar  
Reduction of Speckle Data from BTA 6-m Telescope
A set of functions for obtaining positional parameters and magnitude difference between components o ...
Download / Learn more Package Citations See dependency  
hdpGLM  
Hierarchical Dirichlet Process Generalized Linear Models
Implementation of MCMC algorithms to estimate the Hierarchical Dirichlet Process Generalized Linear ...
Download / Learn more Package Citations See dependency  
dataprep  
Efficient and Flexible Data Preprocessing Tools
Efficiently and flexibly preprocess data using a set of data filtering, deletion, and interpolation ...
Download / Learn more Package Citations See dependency  
distreg.vis  
Framework for the Visualization of Distributional Regression Models
Functions for visualizing distributional regression models fitted using the 'gamlss', 'bamlss' or 'b ...
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  

24,205

R Packages

207,311

Dependencies

65,402

Author Associations

24,206

Publication Badges

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