期刊
STATISTICS IN MEDICINE
卷 28, 期 25, 页码 3049-3067出版社
WILEY
DOI: 10.1002/sim.3680
关键词
BUGS; WinBUGS; OpenBUGS; Bayesian modelling; graphical models
类别
资金
- Medical Research Council [U.1052.00.005]
- ESRC [ES/F032196/1] Funding Source: UKRI
- MRC [MC_U105260557] Funding Source: UKRI
- Economic and Social Research Council [ES/F032196/1] Funding Source: researchfish
- Medical Research Council [G0801056B, MC_U105260557] Funding Source: researchfish
BUGS is a software package for Bayesian inference using Gibbs sampling. The software has been instrumental in raising awareness of Bayesian modelling among both academic and commercial communities internationally, and has enjoyed considerable Success over its 20-year life span. Despite this, the software has a number of shortcomings and a principal aim of this paper is to provide a balanced critical appraisal, in particular highlighting how various ideas have led to unprecedented flexibility while at the same time producing negative side effects. We also present a historical overview of the BUGS project and some future perspectives. Copyright (C) 2009 John Wiley & Sons, Ltd.
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