Testing MCMC algorithms with randomly Generated Bayesian Networks (2002)
by
Jaime S. Ide
,
Fabio G. Cozman
BibTeX
@MISC{Ide02testingmcmc,
author = {Jaime S. Ide and Fabio G. Cozman},
title = {Testing MCMC algorithms with randomly Generated Bayesian Networks},
year = {2002}
}
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Abstract
In this work we show how to generate random Bayesian networks and how to test inference algorithms using these samples. First, we present a new method to generate random networks through Markov chains. We then use random networks to investigate the performance of quasi-random numbers in Gibbs sampling algorithms for inference. We present
