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

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Documentation for package ‘EGAnet’ version 1.2.3

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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