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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.

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 ORCID iD [ctb, cre]
Maintainer: David B. Dahl <dahl at stat.byu.edu>
License: GPL-3
NeedsCompilation: no
Materials: NEWS
CRAN checks: sams results

Documentation:

Reference manual: sams.pdf

Downloads:

Package source: sams_0.4.3.tar.gz
Windows binaries: r-devel: sams_0.4.3.zip, r-release: sams_0.4.3.zip, r-oldrel: sams_0.4.3.zip
macOS binaries: r-release (arm64): sams_0.4.3.tgz, r-oldrel (arm64): sams_0.4.3.tgz, r-release (x86_64): sams_0.4.3.tgz, r-oldrel (x86_64): sams_0.4.3.tgz
Old sources: sams archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.