EstimateGroupNetwork: 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.

Getting started

Package details

AuthorGiulio Costantini, Nils Kappelmann, Sacha Epskamp
MaintainerGiulio Costantini <giulio.costantini@unimib.it>
LicenseGPL (>= 2)
Version0.3.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("EstimateGroupNetwork")

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EstimateGroupNetwork documentation built on Feb. 10, 2021, 9:06 a.m.