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'''Bayesian inference using Gibbs sampling (BUGS)''' is a software package for performing [[Bayesian inference]] using [[Markov chain Monte Carlo]] (based on [[Gibbs sampling]]).
'''Bayesian inference using Gibbs sampling (BUGS)''' is a software package for performing [[Bayesian inference]] using [[Markov chain Monte Carlo]] (based on [[Gibbs sampling]]).


It was developed by David Spigelhalter at the Medical Research Council’s biostatistics unit in Cambridge and released as free software in 1991. <ref> McGrayne, Sharon Bertsch (2011). “the theory that would not die” Yale University Press ISBN 978-0-300-16969-0</ref>
It was developed by David Spiegelhalter at the Medical Research Council’s biostatistics unit in Cambridge and released as free software in 1991. <ref> McGrayne, Sharon Bertsch (2011). “the theory that would not die” Yale University Press ISBN 978-0-300-16969-0</ref>


BUGs is used in the following software:<ref name="BUGS review">David Lunn, [[David Spiegelhalter]], Andrew Thomas and [[Nicky Best]] (2009). [http://w3.jouy.inra.fr/unites/miaj/public/matrisq/Contacts/applibugs.bugs_project.evolution.pdf The BUGS project: Evolution, critique and future directions] {{webarchive|url=https://web.archive.org/web/20120915083751/http://w3.jouy.inra.fr/unites/miaj/public/matrisq/Contacts/applibugs.bugs_project.evolution.pdf |date=2012-09-15 }}, ''Statistics in Medicine'' 28 (25), 3049–3067. {{doi|10.1002/sim.3680}} {{PMID|19630097}}.</ref>
BUGs is used in the following software:<ref name="BUGS review">David Lunn, [[David Spiegelhalter]], Andrew Thomas and [[Nicky Best]] (2009). [http://w3.jouy.inra.fr/unites/miaj/public/matrisq/Contacts/applibugs.bugs_project.evolution.pdf The BUGS project: Evolution, critique and future directions] {{webarchive|url=https://web.archive.org/web/20120915083751/http://w3.jouy.inra.fr/unites/miaj/public/matrisq/Contacts/applibugs.bugs_project.evolution.pdf |date=2012-09-15 }}, ''Statistics in Medicine'' 28 (25), 3049–3067. {{doi|10.1002/sim.3680}} {{PMID|19630097}}.</ref>

Revision as of 13:55, 11 July 2022

Bayesian inference using Gibbs sampling (BUGS) is a software package for performing Bayesian inference using Markov chain Monte Carlo (based on Gibbs sampling).

It was developed by David Spiegelhalter at the Medical Research Council’s biostatistics unit in Cambridge and released as free software in 1991. [1]

BUGs is used in the following software:[2]

See also

References

  1. ^ McGrayne, Sharon Bertsch (2011). “the theory that would not die” Yale University Press ISBN 978-0-300-16969-0
  2. ^ David Lunn, David Spiegelhalter, Andrew Thomas and Nicky Best (2009). The BUGS project: Evolution, critique and future directions Archived 2012-09-15 at the Wayback Machine, Statistics in Medicine 28 (25), 3049–3067. doi:10.1002/sim.3680 PMID 19630097.