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

## Documentation for package ‘EGAnet’ version 1.2.3

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- 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 | Visually Compares 'EGAnet' plots
convert2igraph | Convert networks to 'igraph'
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
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' Network of 'wmt2'Data
EGAnet | EGAnet-package
Embed | Time-delay Embedding
entropyFit | Entropy Fit Index
ergoInfo | Ergodicity Information Index
glla | Generalized Local Linear Approximation
hierEGA | Hierarchical 'EGA'
infoCluster | Information Theoretic Mixture Clustering for 'dynEGA'
intelligenceBattery | Intelligence Data
invariance | Measurement Invariance of 'EGA' Structure
itemStability | Item Stability Statistics from 'bootEGA'
jsd | Jensen-Shannon Distance
jsd.ergoInfo | Jensen-Shannon Distance Test for Ergodicity
LCT | Loadings Comparison Test
louvain | Louvain Community Detection Algorithm
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
plots | S3Methods for Plotting
prime.num | Prime Numbers through 100,000
print.dynEGA | S3Methods for Printing
print.dynEGA.Groups | S3Methods for Printing
print.dynEGA.Individuals | S3Methods for Printing
print.EGA | S3Methods for Printing
print.hierEGA | S3Methods for Printing
print.invariance | S3Methods for Printing
print.NetLoads | S3Methods for Printing
prints | S3Methods for Printing
residualEGA | Residualized 'EGA'
riEGA | Random-Intercept 'EGA'
sim.dynEGA | sim.dynEGA Data
simDFM | Simulate data following a Dynamic Factor Model
summary.dynEGA | S3Methods for summarying
summary.dynEGA.Groups | S3Methods for summarying
summary.dynEGA.Individuals | S3Methods for summarying
summary.EGA | S3Methods for summarying
summary.hierEGA | S3Methods for summarying
summary.invariance | S3Methods for summarying
summary.NetLoads | S3Methods for summarying
summary.riEGA | S3Methods for summarying
summarys | S3Methods for summarying
tefi | Total Entropy Fit Index using Von Neumman's entropy (Quantum Information Theory) for correlation matrices
TMFG | Triangulated Maximally Filtered Graph
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