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Developments were later on concentrated on, an open up source comparative óf WinBUGS.. Background to BUGS The BUGS ( Bayesian inference Using Gibbs Sample) task is concerned with flexible software for the Bayesian analysis of complicated statistical models using Markov chain Monte Carlo (MCMC) strategies.. The task started in 1989 in the MRC Biostatistics Device, Cambridge, and brought initially to the 'Vintage' BUGS system, and after that onto the software program developed jointly with the Imperial College College of Medication at St Mary'h, London. d70b09c2d4