PUMA
Istituto di Scienza e Tecnologie dell'Informazione     
Coro G. A Lightweight Guide on Gibbs Sampling and JAGS. A Lightweight Guide on Gibbs Sampling and JAGS. Technical report, 2013.
 
 
Abstract
(English)
In this document we give some insight about how Gibbs Sampling works and how the JAGS modelling framework implements it. The hope is that, once the reader will have understood these concepts, building a model to perform Bayesian Inference with JAGS should be much easier or, at least, the reader should be more aware of what happens behind the scenes. We assume the reader to have basic knowledge about probability, sucient to understand the di erence between a probability and a probability density.
Subject Gibbs sampling
Statistics
Markov Chain Monte Carlo
D.2.4 Software/Program Verification


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