Fast Bayesian Inference in Large Gaussian Graphical Models

Fast Bayesian inference of marginal and conditional independence structures from high-dimensional data. Leday and Richardson (2019), Biometrics, .

beam

This R package implements the method described in

Leday, G.G.R. and Richardson, S. (2019). Fast Bayesian inference in large Gaussian graphical models. Biometrics. 75(4), 1288--1298.

Description

Fast Bayesian inference of marginal and conditional independence structures from high-dimensional data.

Installation

If you wish to install beam from R:

# Install/load R package devtools
install.packages("devtools")
library(devtools)

# Install/load R package beam from github
install_github("gleday/beam")
library(beam)

Note that beam is maintained on github and only updated on CRAN every so often. Therefore, software versions may differ.