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thamesblock: Truncated Harmonic Mean Estimator of the Marginal Likelihood for Block Models

Implements the truncated harmonic mean estimator (THAMES) and other estimators of the reciprocal marginal likelihood for block models. This is done via reciprocal importance sampling, using posterior samples and unnormalized log posterior values. For further information see Metodiev, Perrot-Dockès, Fouetilou, Latouche & Raftery (2026).

Version: 0.1.0
Imports: mclust, stats, combinat, withr, Matrix, label.switching
Published: 2026-07-04
DOI: 10.32614/CRAN.package.thamesblock (may not be active yet)
Author: Martin Metodiev ORCID iD [aut, cre, cph]
Maintainer: Martin Metodiev <m.metodiev at tutanota.com>
License: GPL (≥ 3)
NeedsCompilation: no
Materials: README, NEWS
CRAN checks: thamesblock results

Documentation:

Reference manual: thamesblock.html , thamesblock.pdf

Downloads:

Package source: thamesblock_0.1.0.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available

Linking:

Please use the canonical form https://CRAN.R-project.org/package=thamesblock to link to this page.

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.