Sampling from Dirichlet process mixture models with unknown concentration parameter: mixing issues in large data implementations
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We consider the question of Markov chain Monte Carlo sampling from a general stick-breaking Dirichlet process mixture model, with concentration parameter [Formula: see text]. This paper introduces a Gibbs sampling algorithm that combines the slice sampling app... ...
