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, as well as summary and utility functions.
| Version: | 0.4.0 |
| Imports: | graphics, stats |
| Published: | 2020-08-26 |
| 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 |
| Reference manual: | sams.pdf |
| Package source: | sams_0.4.0.tar.gz |
| Windows binaries: | r-devel: sams_0.4.0.zip, r-release: sams_0.4.0.zip, r-oldrel: sams_0.4.0.zip |
| macOS binaries: | r-release: sams_0.4.0.tgz, r-oldrel: sams_0.4.0.tgz |
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