saturnin-package {saturnin} | R Documentation |
Bayesian inference of graphical model structures using spanning trees. For further details on the considered framework, we refer the reader to the paper quoted in the references section.
Package: | saturnin |
Type: | Package |
Version: | 1.0 |
Date: | 2015-04-10 |
License: | GPL-2 |
Loïc Schwaller
Maintainer: Loïc Schwaller <loic.schwaller@ens-lyon.org>
This package implements the method described in the paper "Bayesian Inference of Graphical Model Structures Using Trees" by L. Schwaller, S. Robin, M. Stumpf, 2015 (submitted and availavable on arXiv).
library('saturnin')
data(data_gaussian)
W <- lweights_gaussian(data_gaussian)
prob <- edge.prob(W, log = TRUE, account.prior = TRUE, q0 = 0.5)