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.
| Version: |
0.4.3 |
| Depends: |
R (≥ 3.5.0) |
| Imports: |
graphics, stats |
| Published: |
2022-04-19 |
| DOI: |
10.32614/CRAN.package.sams |
| Author: |
Spencer Newcomb [aut],
David B. Dahl 
[ctb, cre] |
| Maintainer: |
David B. Dahl <dahl at stat.byu.edu> |
| License: |
GPL-3 |
| NeedsCompilation: |
no |
| Materials: |
NEWS |
| CRAN checks: |
sams results |
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