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bpgmm

Bayesian Model Selection Approach for Parsimonious Gaussian Mixture Models

v1.1.1 · Oct 30, 2025 · GPL-3

Description

Model-based clustering using Bayesian parsimonious Gaussian mixture models. MCMC (Markov chain Monte Carlo) are used for parameter estimation. The RJMCMC (Reversible-jump Markov chain Monte Carlo) is used for model selection. GREEN et al. (1995) <doi:10.1093/biomet/82.4.711>.

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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 NOTE
r-oldrel-macos-x86_64 NOTE
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 details (14 non-OK)
OK r-devel-linux-x86_64-debian-clang

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OK r-devel-linux-x86_64-debian-gcc

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OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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NOTE r-oldrel-macos-arm64

installed package size

  installed size is  5.8Mb
  sub-directories of 1Mb or more:
    libs   5.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  5.8Mb
  sub-directories of 1Mb or more:
    libs   5.5Mb
OK r-oldrel-windows-x86_64

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OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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OK r-release-macos-arm64

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OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is  5.8Mb
  sub-directories of 1Mb or more:
    libs   5.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  5.8Mb
  sub-directories of 1Mb or more:
    libs   5.5Mb

Dependency Network

Dependencies Reverse dependencies mcmcse pgmm mvtnorm MASS Rcpp gtools label.switching fabMix mclust bpgmm

Version History

new 1.1.1 Mar 9, 2026