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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.

Versions across snapshots

VersionRepositoryFileSize
0.4.3 rolling linux/jammy R-4.5 sams_0.4.3.tar.gz 255.9 KiB
0.4.3 rolling linux/noble R-4.5 sams_0.4.3.tar.gz 255.6 KiB
0.4.3 rolling source/ R- sams_0.4.3.tar.gz 120.6 KiB
0.4.3 latest linux/jammy R-4.5 sams_0.4.3.tar.gz 255.9 KiB
0.4.3 latest linux/noble R-4.5 sams_0.4.3.tar.gz 255.6 KiB
0.4.3 latest source/ R- sams_0.4.3.tar.gz 120.6 KiB
0.4.3 2026-04-26 source/ R- sams_0.4.3.tar.gz 120.6 KiB
0.4.3 2026-04-23 source/ R- sams_0.4.3.tar.gz 120.6 KiB
0.4.3 2026-04-09 windows/windows R-4.5 sams_0.4.3.zip 259.2 KiB
0.4.3 2025-04-20 source/ R- sams_0.4.3.tar.gz 120.6 KiB

Dependencies (latest)

Imports