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 2.3.0
Help Pages
| EGAnet-package | EGAnet-package |
| auto.correlate | Automatic correlations |
| boot.ergoInfo | Bootstrap Test for the Ergodicity Information Index |
| boot.wmt | 'bootEGA' Results of 'wmt2'Data |
| bootEGA | Bootstrap Exploratory Graph Analysis |
| CFA | CFA Fit of 'EGA' or 'hierEGA' Structure |
| color_palette_EGA | 'EGA' Color Palettes |
| community.compare | Compares Community Detection Solutions Using Permutation |
| community.consensus | Applies the Consensus Clustering Method (Louvain only) |
| community.detection | Apply a Community Detection Algorithm |
| community.homogenize | Homogenize Community Memberships |
| community.unidimensional | Approaches to Detect Unidimensional Communities |
| compare.EGA.plots | Visually Compare Two or More 'EGAnet' plots |
| convert2igraph | Convert networks to 'igraph' |
| convert2tidygraph | Convert networks to 'tidygraph' |
| cosine | Cosine similarity |
| 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 | Intra- and Inter-individual 'dynEGA' |
| EBICglasso.qgraph | 'EBICglasso' from 'qgraph' 1.4.4 |
| EGA | Exploratory Graph Analysis |
| EGA.estimate | Estimates 'EGA' for Multidimensional Structures |
| EGA.fit | 'EGA' Optimal Model Fit using the Total Entropy Fit Index ('tefi') |
| ega.wmt | 'EGA' Network of 'wmt2'Data |
| EGAnet | EGAnet-package |
| EGAnet-plot | S3 Plot Methods for 'EGAnet' |
| EGM | Exploratory Graph Model |
| EGM.compare | Compare 'EGM' with EFA |
| Embed | Time-delay Embedding |
| entropyFit | Entropy Fit Index |
| ergoInfo | Ergodicity Information Index |
| frobenius | Frobenius Norm (Similarity) |
| genTEFI | Generalized Total Entropy Fit Index using Von Neumman's entropy (Quantum Information Theory) for correlation matrices |
| glla | Generalized Local Linear Approximation |
| hierEGA | Hierarchical 'EGA' |
| igraph2matrix | Convert " network to matrix |
| infoCluster | Information Theoretic Mixture Clustering for 'dynEGA' |
| information | Information Theory Metrics |
| intelligenceBattery | Intelligence Data |
| invariance | Measurement Invariance of 'EGA' Structure |
| itemDiagnostics | Diagnostics Analysis for Low Stability Items |
| itemStability | Item Stability Statistics from 'bootEGA' |
| jsd | Jensen-Shannon Distance |
| LCT | Loadings Comparison Test |
| modularity | Computes the (Signed) Modularity Statistic |
| net.loads | Network Loadings |
| net.scores | Network Scores |
| network.compare | Compares Network Structures Using Permutation |
| network.estimation | Apply a Network Estimation Method |
| network.nonconvex | GLASSO with Non-convex Penalties |
| network.predictability | Predict New Data based on Network |
| optimism | Optimism Data |
| plot.EGAnet | S3 Plot Methods for 'EGAnet' |
| polychoric.matrix | Computes Polychoric Correlations |
| prime.num | Prime Numbers through 100,000 |
| riEGA | Random-Intercept 'EGA' |
| sim.dynEGA | sim.dynEGA Data |
| simDFM | Simulate data following a Dynamic Factor Model |
| simEGM | Simulate data following a Exploratory Graph Model ('EGM') |
| tefi | Total Entropy Fit Index using Von Neumman's entropy (Quantum Information Theory) for correlation matrices |
| tefi.compare | Compare Total Entropy Fit Index ('tefi') Between Two Structures |
| TMFG | Triangulated Maximally Filtered Graph |
| totalCor | Total Correlation |
| totalCorMat | Total Correlation Matrix |
| UVA | Unique Variable Analysis |
| vn.entropy | Entropy Fit Index using Von Neumman's entropy (Quantum Information Theory) for correlation matrices |
| wmt2 | WMT-2 Data |
| wto | Weighted Topological Overlap |