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BUGS is an acronym for Bayesian inference Using Gibbs Sampling; BUGS is also a software package for doing this. Use for all versions of BUGS, also WINBUGS and OpenBUGS.

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Optimal software package for bayesian analysis

I use the jags/rjags combo (jags might be roughly considered a dialect of bugs). … I haven't tried the other bugs variants, but the reports I've heard are that jags's performance and ability to deal with numerical issues is a bit better than the other bugs variants. …
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