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thamesmix

Truncated Harmonic Mean Estimator of the Marginal Likelihood for Mixtures

v0.1.3 · Jul 14, 2025 · GPL (>= 3)

Description

Implements the truncated harmonic mean estimator (THAMES) of the reciprocal marginal likelihood for uni- and multivariate mixture models using posterior samples and unnormalized log posterior values via reciprocal importance sampling. Metodiev, Irons, Perrot-Dockès, Latouche & Raftery (2025) <doi:10.48550/arXiv.2504.21812>.

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14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies sparsediscrim quadprog igraph gor Rfast mvtnorm combinat withr thamesmix

Version History

new 0.1.3 Mar 10, 2026
updated 0.1.3 ← 0.1.2 diff Jul 13, 2025
updated 0.1.2 ← 0.1.1 diff Jun 25, 2025
new 0.1.1 Jun 22, 2025