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.
- Version0.4.3
- R versionunknown
- LicenseGPL-3
- Needs compilation?No
- Reference manual
- Last release04/19/2022
Documentation
Team
David B. Dahl
Spencer Newcomb
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