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BGGM

Bayesian Gaussian Graphical Models

v2.1.6 · Dec 1, 2025 · GPL-2

Description

Fit Bayesian Gaussian graphical models. The methods are separated into two Bayesian approaches for inference: hypothesis testing and estimation. There are extensions for confirmatory hypothesis testing, comparing Gaussian graphical models, and node wise predictability. These methods were recently introduced in the Gaussian graphical model literature, including Williams (2019) <doi:10.31234/osf.io/x8dpr>, Williams and Mulder (2019) <doi:10.31234/osf.io/ypxd8>, Williams, Rast, Pericchi, and Mulder (2019) <doi:10.31234/osf.io/yt386>.

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CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 12.7Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   7.5Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 13.0Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   7.8Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is  6.7Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   1.5Mb
ERROR 10 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/BGGM.Rcheck/00install.out' for details.
NOTE r-oldrel-macos-arm64

installed package size

installed size is 12.7Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   7.5Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 13.0Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   7.8Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is  6.7Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   1.5Mb
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 12.7Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   7.5Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 13.0Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   7.8Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is  6.7Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   1.5Mb
ERROR 10 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 9, 2026
ERROR r-devel-linux-x86_64-debian-gcc

whether package can be installed

Installation failed.
See ‘/home/hornik/tmp/R.check/r-devel-gcc/Work/PKGS/BGGM.Rcheck/00install.out’ for details.
NOTE r-oldrel-macos-arm64

installed package size

installed size is 12.7Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   7.5Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 13.0Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   7.8Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is  6.7Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   1.5Mb
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 8, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 12.7Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   7.5Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 13.0Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   7.8Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is  6.7Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   1.5Mb
ERROR 10 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 7, 2026
ERROR r-devel-linux-x86_64-fedora-gcc

for missing documentation entries

Error: package or namespace load failed for ‘BGGM’ in loadNamespace(i, c(lib.loc, .libPaths()), versionCheck = vI[[i]]):
 there is no package called ‘Rcpp’
Call sequence:
6: stop(msg, call. = FALSE, domain = NA)
5: value[[3L]](cond)
4: tryCatchOne(ex
...[truncated]...
)
1: library(package, lib.loc = lib.loc, character.only = TRUE, verbose = FALSE)
Execution halted
All user-level objects in a package should have documentation entries.
See chapter ‘Writing R documentation files’ in the ‘Writing R
Extensions’ manual.
NOTE r-oldrel-macos-arm64

installed package size

installed size is 12.7Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   7.5Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 13.0Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   7.8Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is  6.7Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   1.5Mb
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 12.7Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   7.5Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 13.0Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   7.8Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is  6.7Mb
  sub-directories of 1Mb or more:
    doc    3.3Mb
    help   1.1Mb
    libs   1.5Mb

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies BFpack GGally ggplot2 ggridges MASS mvnfast network reshape Rcpp Rdpack sna easybgm BGGM

Version History

new 2.1.6 Mar 10, 2026
updated 2.1.6 ← 2.1.5 diff Dec 1, 2025
updated 2.1.5 ← 2.1.4 diff Dec 21, 2024
updated 2.1.4 ← 2.1.3 diff Dec 12, 2024
updated 2.1.3 ← 2.1.2 diff Jul 4, 2024
updated 2.1.2 ← 2.1.1 diff Jun 21, 2024
updated 2.1.1 ← 2.0.4 diff Feb 22, 2024
updated 2.0.4 ← 2.0.3 diff Aug 19, 2021
updated 2.0.3 ← 2.0.2 diff Dec 2, 2020
updated 2.0.2 ← 2.0.1 diff Jul 23, 2020
updated 2.0.1 ← 2.0.0 diff Jul 22, 2020
updated 2.0.0 ← 1.0.0 diff May 30, 2020
new 1.0.0 Feb 5, 2020