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sams
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]
[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 10 Oct. 2026.
Previous versions and publish date:
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imports, suggests or enhances
Complete documentation for sams
Functions, R codes and Examples using
the sams R package
Some associated functions: asCanonical . asClusterLabels . asSetPartition . clusterProportions . clusterTrace . clusterWithItem . createNewCluster . dCRP . getThetas . isCanonical . joinExistingCluster . nClusters . nealAlgorithm3 . p18_bern . p18_corr_mvn . p18_mvn . p6_bern . p6_big_bern . p6_mvn . partitionEntropy . poch . psm . psmMergeSplit . psmMergeSplit_base . restrictedGibbsMergeSplit . seqAllocatedMergeSplit . seqAllocatedMergeSplit_base . simpleMergeSplit . sizeOfLargestCluster . transformedWeights .
Some associated R codes: data.R . nealAlgorithm3.R . psmMergeSplit.R . psmMergeSplit_base.R . restrictedGibbsMergeSplit.R . seqAllocatedMergeSplit.R . seqAllocatedMergeSplit_base.R . simpleMergeSplit.R . summary.R . utility.R . Full sams package functions and examples
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