Violations of #Local #independence assumptions in #network #analysis may cause #model #misspecification. #rstats #package #eganet #UVA function detects it, i.e., it removes redundant items in adopted scale especially personality inventories. Here’s the article r-ega.net/articles/res...

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A dedicated site for #exploratory #graph #analysis #rstats #package #eganet r-ega.net/articles/qui...

The Short Dark Triad across 14 cultures: A novel network-based invariance approach The aim of this study was to implement and extend exploratory graph analysis to examine the network-based invariance of the Short Dark Triad (SD3) acr…

Novel approach of #scale #measurement #invariance study across 14 cultures , #rstats #packages #EGAnet and #lavaan, #exploratory #factor #analaysis #EFA stage NOT required! www.sciencedirect.com/science/arti...

#rstats #package #EGAnet #syntax to run 2 different #algorithm #walktrap vs. #louvain for regular and #random #intercept #EGA, here’s the article link.springer.com/article/10.3...

Exploring Estimation Procedures for Reducing Dimensionality in Psychological Network Modeling To understand psychological data, it is crucial to examine the structure and dimensions of variables. In this study, we examined alternative estimation algorithms to the conventional GLASSO-based e...

…and the winner is (for now) for #factor #determinacy for #multidimensional structure is #rstats #package #EGAnet using GLASSO with the highest hit rate (HR). Other contenders include #EGA.analytical #EGA.sampling and #parallel #analysis techniques www.tandfonline.com/doi/full/10....

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

Current methods in #psychometrics include network modeling using #rstats #package #EGAnet and #psychonetrics. Below are the links
1) r-ega.net
2) psychonetrics.org