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sams  

Merge-Split Samplers for Conjugate Bayesian Nonparametric Models
View on CRAN: Click here


Download and install sams package within the R console
Install from CRAN:
install.packages("sams")

Install from Github:
library("remotes")
install_github("cran/sams")

Install by package version:
library("remotes")
install_version("sams", "0.4.3")



Attach the package and use:
library("sams")
Maintained by
David B. Dahl
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-08-26
Latest Update: 2022-04-19
Description:
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) , restricted Gibbs merge-split sampling as described in Jain & Neal (2004) , and sequentially-allocated merge-split sampling , as well as summary and utility functions.
How to cite:
David B. Dahl (2020). sams: Merge-Split Samplers for Conjugate Bayesian Nonparametric Models. R package version 0.4.3, https://cran.r-project.org/web/packages/sams. Accessed 30 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:01), 0.4.0 (2020-08-26 11:00), 0.4.2 (2021-06-15 23:40)
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Complete documentation for sams
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