Algorithm for Searching the Space of Gaussian Directed Acyclic Graph Models Through Moment Fractional Bayes Factors

We propose an objective Bayesian algorithm for searching the space of Gaussian directed acyclic graph (DAG) models. The algorithm proposed makes use of moment fractional Bayes factors (MFBF) and thus it is suitable for learning sparse graph. The algorithm is implemented by using Armadillo: an open-source C++ linear algebra library.


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install.packages("FBFsearch")

1.1 by Davide Altomare, 2 years ago


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


Authors: Davide Altomare , Guido Consonni and Luca La Rocca


Documentation:   PDF Manual  


Task views: gRaphical Models in R


GPL (>= 2) license


Imports Rcpp

Linking to Rcpp, RcppArmadillo


See at CRAN