BASS

We describe the BASS system, a Bayesian analyzer of event sequences. BASS uses Markov chain Monte Carlo methods, especially Metropolis­Hastings algorithm, for exploring posterior distributions. The system allows the user to specify an intensity model in a high­level definition language, and then runs the Metropolis­Hastings algorithm on it.