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The R package BDgraph provides
statistical tools for Bayesian structure learning for undirected
graphical models with continuous, count,
binary, and mixed data. The package is implemented the
recent improvements in the Bayesian graphical models’ literature,
including Mohammadi and Wit
(2015), Mohammadi et
al. (2021), Mohammadi
et al. (2017), and Dobra and
Mohammadi (2018). Besides, the package contains several functions
for simulation and visualization, as well as several multivariate
datasets taken from the literature. To speed up the computations, the
computationally intensive tasks of the package are implemented in
C++ in parallel using OpenMP.
You can install the latest version from CRAN using:
install.packages( "BDgraph" )library( BDgraph )To see how to use the functionality of the package:
See also Mohammadi and Wit (2019).
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.