sams

Merge-Split Samplers for Conjugate Bayesian Nonparametric Models

CRAN Package

Markov chain Monte Carlo samplers for posterior simulations of conjugate Bayesian nonparametric mixture models. Functionality is provided for Gibbs sampling as in Algorithm 3 of Neal (2000) doi:10.1080/10618600.2000.10474879, restricted Gibbs merge-split sampling as described in Jain & Neal (2004) doi:10.1198/1061860043001, and sequentially-allocated merge-split sampling doi:10.1080/00949655.2021.1998502, as well as summary and utility functions.


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