Perform the Joint Graphical Lasso and Selects Tuning Parameters

Can be used to simultaneously estimate networks (Gaussian Graphical Models) in data from different groups or classes via Joint Graphical Lasso. Tuning parameters are selected via information criteria (AIC / BIC / extended BIC) or cross validation.


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install.packages("EstimateGroupNetwork")

0.2.2 by Giulio Costantini, 6 months ago


Browse source code at https://github.com/cran/EstimateGroupNetwork


Authors: Giulio Costantini , Nils Kappelmann , Sacha Epskamp


Documentation:   PDF Manual  


GPL (>= 2) license


Imports parallel, igraph, qgraph, dplyr, ggplot2, stats

Suggests mvtnorm, JGL, psych


See at CRAN