The authors introduce an RJMCMC framework with prior, independence, and moment-matching proposals for non-conjugate ddCRP models, validated via simulation and Old Faithful eruption data.
Bayesian analysis of mixture models with an unknown number of components---an alternative to reversible jump methods
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Bayesian Inference for Non-Conjugate Distance Dependent Chinese Restaurant Process Models
The authors introduce an RJMCMC framework with prior, independence, and moment-matching proposals for non-conjugate ddCRP models, validated via simulation and Old Faithful eruption data.