Structural Bayesian Information Criterion for Graphical Models

This is the implementation of the novel structural Bayesian information criterion by Zhou, 2020 (under review). In this method, the prior structure is modeled and incorporated into the Bayesian information criterion framework. Additionally, we also provide the implementation of a two-step algorithm to generate the candidate model pool.


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install.packages("SBICgraph")

1.0.0 by Quang Nguyen, 6 months ago


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


Authors: Quang Nguyen [cre, aut] , Jie Zhou [aut] , Anne Hoen [aut] , Jiang Gui [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports glmnet, MASS, network

Suggests knitr, rmarkdown


See at CRAN