BayesMallowsSMC2
Nested Sequential Monte Carlo for the Bayesian Mallows Model
v0.2.1
·
Feb 4, 2026
·
GPL-3
Description
Provides nested sequential Monte Carlo algorithms for performing sequential inference in the Bayesian Mallows model, which is a widely used probability model for rank and preference data. The package implements the SMC2 (Sequential Monte Carlo Squared) algorithm for handling sequentially arriving rankings and pairwise preferences, including support for complete rankings, partial rankings, and pairwise comparisons. The methods are based on Sorensen (2025) <doi:10.1214/25-BA1564>.
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| Flavor | Status |
|---|---|
| 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 |
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r-devel-linux-x86_64-debian-gcc
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installed package size
installed size is 8.6Mb
sub-directories of 1Mb or more:
libs 7.7Mb
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r-oldrel-macos-x86_64
installed package size
installed size is 9.3Mb
sub-directories of 1Mb or more:
libs 8.3Mb
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r-oldrel-windows-x86_64
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r-patched-linux-x86_64
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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 8.6Mb
sub-directories of 1Mb or more:
libs 7.7Mb
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 9.3Mb
sub-directories of 1Mb or more:
libs 8.3Mb
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Version History
new
0.2.1
Mar 9, 2026