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sams: Merge-Split Samplers for Conjugate Bayesian Nonparametric Models
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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Package details |
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| Author | Spencer Newcomb [aut], David B. Dahl [ctb, cre] (<https://orcid.org/0000-0002-8173-1547>) |
| Maintainer | David B. Dahl <dahl@stat.byu.edu> |
| License | GPL-3 |
| Version | 0.4.3 |
| Package repository | View on CRAN |
| Installation |
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