# Exploratory Graph Analysis – a Framework for Estimating the Number of Dimensions in Multivariate Data using Network Psychometrics

## Documentation for package ‘EGAnet’ version 1.0.0

- DESCRIPTION file.
- Package NEWS.

## Help Pages

EGAnet-package | EGAnet-package
boot.ergoInfo | Bootstrap Test for the Ergodicity Information Index
boot.wmt | 'bootEGA' Results of 'wmt2'Data
bootEGA | Dimension Stability Analysis of 'EGA'
CFA | CFA Fit of 'EGA' Structure
color_palette_EGA | 'EGA' Color Palettes
compare.EGA.plots | Visual Compares 'EGAnet' plots
depression | Depression Data
dimensionStability | Dimension Stability Statistics from 'bootEGA'
dnn.weights | Loadings Comparison Test Deep Learning Neural Network Weights
dynEGA | Dynamic Exploratory Graph Analysis
dynEGA.ind.pop | Dynamic EGA used in the mctest.ergoInfo function
EBICglasso.qgraph | 'EBICglasso' from 'qgraph' 1.4.4
EGA | Applies the Exploratory Graph Analysis technique
EGA.estimate | A Sub-routine Function for 'EGA'
EGA.fit | 'EGA' Optimal Model Fit using the Total Entropy Fit Index ('tefi')
ega.wmt | EGA WMT-2 Data
EGAnet | EGAnet-package
Embed | Time-delay Embedding
entropyFit | Entropy Fit Index
ergoInfo | Ergodicity Information Index
glla | Generalized Local Linear Approximation
intelligenceBattery | Intelligence Data
itemStability | Item Stability Statistics from 'bootEGA'
LCT | Loadings Comparison Test
mctest.ergoInfo | Monte-Carlo Test for the Ergodicity Information Index
methods.section | Automated Methods Section for 'EGAnet' Objects
net.loads | Network Loadings
net.scores | Network Scores
network.descriptives | Descriptive Statistics for Networks
optimism | Optimism Data
plot.bootEGA | S3Methods for Plotting
plot.CFA | S3Methods for Plotting
plot.dynEGA | S3Methods for Plotting
plot.dynEGA.Groups | S3Methods for Plotting
plot.dynEGA.Individuals | S3Methods for Plotting
plot.EGA | S3Methods for Plotting
plot.NetLoads | S3Methods for Plotting
plots | S3Methods for Plotting
print.dynEGA | S3Methods for Printing
print.dynEGA.Groups | S3Methods for Printing
print.dynEGA.Individuals | S3Methods for Printing
print.EGA | S3Methods for Printing
print.NetLoads | S3Methods for Printing
prints | S3Methods for Printing
residualEGA | Residualized 'EGA'
shinyEGA | Shiny App for 'EGAnet'
sim.dynEGA | sim.dynEGA Data
simDFM | Simulate data following a Dynamic Factor Model
summary.CFA | S3Methods for Summaries
summary.dynEGA | S3Methods for Summaries
summary.dynEGA.Groups | S3Methods for Summaries
summary.dynEGA.Individuals | S3Methods for Summaries
summary.EGA | S3Methods for Summaries
summary.NetLoads | S3Methods for Summaries
summarys | S3Methods for Summaries
tefi | Total Entropy Fit Index using Von Neumman's entropy (Quantum Information Theory) for correlation matrices
totalCor | Total Correlation
totalCorMat | Total Correlation Matrix
toy.example | Toy Example Data
UVA | Unique Variable Analysis
vn.entropy | Entropy Fit Index using Von Neumman's entropy (Quantum Information Theory) for correlation matrices
wmt2 | WMT-2 Data