CRAN/E | BDgraph

BDgraph

Bayesian Structure Learning in Graphical Models using Birth-Death MCMC

Installation

About

Statistical tools for Bayesian structure learning in undirected graphical models for continuous, ordinal/discrete/count, and mixed data. The package is implemented the recent improvements in the Bayesian graphical models' literature, including Mohammadi and Wit (2015) doi:10.1214/14-BA889, Mohammadi et al. (2021) doi:10.1080/01621459.2021.1996377, and Dobra and Mohammadi (2018) doi:10.1214/18-AOAS1164.

Citation BDgraph citation info
www.uva.nl/profile/a.mohammadi

Key Metrics

Version 2.72
Published 2022-12-25 481 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks BDgraph results

Downloads

Yesterday 55
Last 7 days 209 -60%
Last 30 days 1.918 -26%
Last 90 days 9.056 +15%
Last 365 days 29.903 -33%

Maintainer

Maintainer

Reza Mohammadi

a.mohammadi@uva.nl

Authors

Reza Mohammadi

aut / cre

Ernst Wit

aut

Adrian Dobra

ctb

Material

README
NEWS
Reference manual
Package source

In Views

Bayesian
GraphicalModels
HighPerformanceComputing
MachineLearning

Vignettes

BDgraph with Simple Examples
Introduction to BDgraph

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

BDgraph archive

Imports

igraph
ggplot2
pROC

Suggests

ssgraph
huge
tmvtnorm
skimr
knitr
rmarkdown

Reverse Depends

ssgraph

Reverse Imports

bmixture

Reverse Suggests

BayesSUR
bootnet
qgraph