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...1,1)" instead of "theta.init = prior.mu" then x is not altered. All of the behavior I described persists if I just run the MCMCmetorp1R call (with the variables renamed of course) on its own and not as part of my posterior.sampler function. Any idea what's going on? Thanks, Dan Cervone -- View this message in context: http://r.789695.n4.nabble.com/Possible-bug-with-MCMCpack-metropolis-sampler-tp4639199.html Sent from the R help mailing list archive at Nabble.com.