Skip to content

graphicalEvidence

Graphical Evidence

v1.1 · Nov 7, 2024 · GPL-3

Description

Computes marginal likelihood in Gaussian graphical models through a novel telescoping block decomposition of the precision matrix which allows estimation of model evidence. The top level function used to estimate marginal likelihood is called evidence(), which expects the prior name, data, and relevant prior specific parameters. This package also provides an MCMC prior sampler using the same underlying approach, implemented in prior_sampling(), which expects a prior name and prior specific parameters. Both functions also expect the number of burn-in iterations and the number of sampling iterations for the underlying MCMC sampler.

Downloads

543

Last 30 days

6016th

1.8K

Last 90 days

6.7K

Last year

Trend: -12.7% (30d vs prior 30d)

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 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is  5.9Mb
  sub-directories of 1Mb or more:
    libs   5.8Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  6.1Mb
  sub-directories of 1Mb or more:
    libs   5.9Mb
ERROR 11 OK · 2 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/graphicalEvidence.Rcheck/00install.out' for details.
NOTE r-oldrel-macos-arm64

installed package size

installed size is  5.9Mb
  sub-directories of 1Mb or more:
    libs   5.8Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  6.1Mb
  sub-directories of 1Mb or more:
    libs   5.9Mb
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is  5.9Mb
  sub-directories of 1Mb or more:
    libs   5.8Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  6.1Mb
  sub-directories of 1Mb or more:
    libs   5.9Mb

Dependency Network

Dependencies Reverse dependencies Rcpp doParallel foreach mvtnorm graphicalEvidence

Version History

new 1.1 Mar 10, 2026
updated 1.1 ← 1.0 diff Nov 6, 2024
new 1.0 Oct 24, 2024