{ "_id": "6a265fed794753ddbc3e543f", "Package": "BayesMallowsSMC2", "Type": "Package", "Title": "Nested Sequential Monte Carlo for the Bayesian Mallows Model", "Version": "0.3.0", "Authors@R": "c(person(\"Oystein\", \"Sorensen\",\nemail = \"oystein.sorensen.1985@gmail.com\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0003-0724-3542\")))", "Description": "Provides nested sequential Monte Carlo algorithms for\nperforming sequential inference in the Bayesian Mallows model,\nwhich is a widely used probability model for rank and\npreference data. The package implements the SMC2 (Sequential\nMonte Carlo Squared) algorithm for handling sequentially\narriving rankings and pairwise preferences, including support\nfor complete rankings, partial rankings, and pairwise\ncomparisons. The methods are based on Sorensen (2025)\n.", "License": "GPL-3", "Encoding": "UTF-8", "LazyData": "true", "RdMacros": "Rdpack", "Config/testthat/edition": "3", "Config/roxygen2/version": "8.0.0", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-07 07:29:42 UTC", "User": "root" }, "Author": "Oystein Sorensen [aut, cre] (ORCID:\n)", "Maintainer": "Oystein Sorensen ", "Repository": "https://oso-nextbridge.r-universe.dev", "Date/Publication": "2026-05-08 08:02:10 UTC", "RemoteUrl": "https://github.com/cran/BayesMallowsSMC2", "RemoteRef": "HEAD", "RemoteSha": "6c15752adc40aced46407560796040ae7d07308c", "MD5sum": "93bb47b90ad0eab109f705e17b32d888", "_user": "oso-nextbridge", "_type": "src", "_file": "BayesMallowsSMC2_0.3.0.tar.gz", "_fileid": "dc445e0c5e68875c8aa74fb213bdf44d2bafc2b42ccaa4817f1bfa1fce78fc20", "_filesize": 422378, "_sha256": "dc445e0c5e68875c8aa74fb213bdf44d2bafc2b42ccaa4817f1bfa1fce78fc20", "_created": "2026-06-07T07:29:42.000Z", "_published": "2026-06-08T06:23:41.241Z", "_distro": "noble", "_jobs": [ { "job": 80033751172, "time": 188, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7461932533" }, { "job": 80033751104, "time": 184, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7461931652" }, { "job": 80033751550, "time": 210, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7461935433" }, { "job": 80033751502, "time": 175, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7461930301" }, { "job": 80033751553, "time": 113, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7461968905" }, { "job": 80033751196, "time": 335, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "7461947960" }, { "job": 80033751525, "time": 145, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7461973912" }, { "job": 80033751012, "time": 322, "config": "macos-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7461950657" }, { "job": 80033750821, "time": 300, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7461905883" }, { "job": 80033751391, "time": 162, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7461928629" }, { "job": 80033751026, "time": 255, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7461941312" }, { "job": 80033751376, "time": 191, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7461932298" }, { "job": 80033750960, "time": 214, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7472935831" } ], "_buildurl": "https://github.com/r-universe/oso-nextbridge/actions/runs/27086074239", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/BayesMallowsSMC2", "_commit": { "id": "6c15752adc40aced46407560796040ae7d07308c", "author": "Oystein Sorensen ", "committer": "cran-robot ", "message": "version 0.3.0\n", "time": 1778227330 }, "_maintainer": { "name": "Oystein Sorensen", "email": "oystein.sorensen.1985@gmail.com", "login": "oso-nextbridge", "description": "", "uuid": 36225978, "orcid": "0000-0003-0724-3542" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "Rcpp", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "Rdpack", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "label.switching", "version": ">= 1.8", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-06", "n": 2 }, { "week": "2026-19", "n": 1 } ], "_tags": [ { "name": "0.2.0", "date": "2026-02-03" }, { "name": "0.2.1", "date": "2026-02-04" }, { "name": "0.3.0", "date": "2026-05-08" } ], "_stars": 0, "_contributors": [ { "user": "oso-nextbridge", "count": 3, "uuid": 36225978 } ], "_userbio": { "uuid": 36225978, "type": "user", "name": "Øystein Sørensen" }, "_downloads": { "count": 260, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/BayesMallowsSMC2" }, "_searchresults": 3, "_topics": [ "openblas", "cpp", "openmp" ], "_rbuild": "4.6.0", "_assets": [ "extra/BayesMallowsSMC2.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_realowner": "oso-nextbridge", "_cranurl": false, "_releases": [ { "version": "0.2.0", "date": "2026-02-03" }, { "version": "0.2.1", "date": "2026-02-04" }, { "version": "0.3.0", "date": "2026-05-08" } ], "_exports": [ "compute_sequentially", "precompute_topological_sorts", "set_hyperparameters", "set_smc_options", "trace_plot" ], "_datasets": [ { "name": "complete_rankings", "title": "Simulated Data", "object": "complete_rankings", "class": [ "data.frame" ], "fields": [ "timepoint", "user", "item1", "item2", "item3", "item4", "item5" ], "rows": 100, "table": true, "tojson": true }, { "name": "mixtures", "title": "Simulated Two-Component Mixtures Data", "object": "mixtures", "class": [ "data.frame" ], "fields": [ "timepoint", "user", "item1", "item2", "item3", "item4", "item5" ], "rows": 400, "table": true, "tojson": true }, { "name": "pairwise_preferences", "title": "Simulated Data with Pairwise Preferences", "object": "pairwise_preferences", "class": [ "data.frame" ], "fields": [ "timepoint", "user", "top_item", "bottom_item" ], "rows": 400, "table": true, "tojson": true }, { "name": "partial_rankings", "title": "Simulated Data with Missing Values", "object": "partial_rankings", "class": [ "data.frame" ], "fields": [ "timepoint", "user", "item1", "item2", "item3", "item4", "item5" ], "rows": 100, "table": true, "tojson": true } ], "_help": [ { "page": "complete_rankings", "title": "Simulated Data", "topics": [ "complete_rankings" ] }, { "page": "compute_sequentially", "title": "Compute the Bayesian Mallows model sequentially", "topics": [ "compute_sequentially" ] }, { "page": "mixtures", "title": "Simulated Two-Component Mixtures Data", "topics": [ "mixtures" ] }, { "page": "pairwise_preferences", "title": "Simulated Data with Pairwise Preferences", "topics": [ "pairwise_preferences" ] }, { "page": "partial_rankings", "title": "Simulated Data with Missing Values", "topics": [ "partial_rankings" ] }, { "page": "plot.BayesMallowsSMC2", "title": "Plot Posterior Distributions for BayesMallowsSMC2 Objects", "topics": [ "plot.BayesMallowsSMC2" ] }, { "page": "precompute_topological_sorts", "title": "Precompute All Topological Sorts", "topics": [ "precompute_topological_sorts" ] }, { "page": "print.BayesMallowsSMC2", "title": "Print Method for BayesMallowsSMC2 Objects", "topics": [ "print.BayesMallowsSMC2" ] }, { "page": "print.summary.BayesMallowsSMC2", "title": "Print Method for summary.BayesMallowsSMC2 Objects", "topics": [ "print.summary.BayesMallowsSMC2" ] }, { "page": "set_hyperparameters", "title": "Set hyperparameters", "topics": [ "set_hyperparameters" ] }, { "page": "set_smc_options", "title": "Set SMC options", "topics": [ "set_smc_options" ] }, { "page": "summary.BayesMallowsSMC2", "title": "Summary Method for BayesMallowsSMC2 Objects", "topics": [ "summary.BayesMallowsSMC2" ] }, { "page": "trace_plot", "title": "Create Trace Plots for BayesMallowsSMC2 Objects", "topics": [ "trace_plot" ] } ], "_readme": "https://github.com/cran/BayesMallowsSMC2/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lifecycle", "R6", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "Rdpack", "rlang", "S7", "scales", "vctrs", "viridisLite", "withr" ], "_sysdeps": [ { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" }, { "shlib": "libgomp", "package": "libgomp1", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "openmp", "homepage": "http://gcc.gnu.org/", "description": "GCC OpenMP (GOMP) support library" } ], "_score": 2, "_indexed": true, "_nocasepkg": "bayesmallowssmc2", "_universes": [ "oso-nextbridge" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.3.0", "date": "2026-06-07T07:32:44.000Z", "distro": "noble", "arch": "aarch64", "commit": "6c15752adc40aced46407560796040ae7d07308c", "fileid": "958ed42fb52865065f8019bebd663d50bec19646877b0fdf00316039c5f3a61e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/oso-nextbridge/actions/runs/27086074239" }, { "r": "4.7.0", "os": "linux", "version": "0.3.0", "date": "2026-06-07T07:32:31.000Z", "distro": "noble", "arch": "x86_64", "commit": "6c15752adc40aced46407560796040ae7d07308c", "fileid": "8f27f80d242ec4c50ed6c4d0f362cdb55677e45752a5fda28ffe06cfbf723940", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/oso-nextbridge/actions/runs/27086074239" }, { "r": "4.6.0", "os": "linux", "version": "0.3.0", "date": "2026-06-07T07:33:03.000Z", "distro": "noble", "arch": "aarch64", "commit": "6c15752adc40aced46407560796040ae7d07308c", "fileid": "b587a00fb1985bd5df68d17d02d3da7555ca4f7cd75f34574bf7ffa7f5cf0c70", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/oso-nextbridge/actions/runs/27086074239" }, { "r": "4.6.0", "os": "linux", "version": "0.3.0", "date": "2026-06-07T07:32:27.000Z", "distro": "noble", "arch": "x86_64", "commit": "6c15752adc40aced46407560796040ae7d07308c", "fileid": "00336560ebd1e035d0255b88b6a69223b5100740ad9de6c3ea5fa1571de19d89", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/oso-nextbridge/actions/runs/27086074239" }, { "r": "4.5.3", "os": "mac", "version": "0.3.0", "date": "2026-06-07T07:37:39.000Z", "arch": "aarch64", "commit": "6c15752adc40aced46407560796040ae7d07308c", "fileid": "ae559aa1f276d83f909dd0d86e081d63de326d273d73720080fb18ae45e9f479", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/oso-nextbridge/actions/runs/27086074239" }, { "r": "4.5.3", "os": "mac", "version": "0.3.0", "date": "2026-06-07T07:33:54.000Z", "arch": "x86_64", "commit": "6c15752adc40aced46407560796040ae7d07308c", "fileid": "0fc1721bd3cfea32d32ed447d88d0ea380672ecb8ee29c86a6f7040a480b3442", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/oso-nextbridge/actions/runs/27086074239" }, { "r": "4.6.0", "os": "mac", "version": "0.3.0", "date": "2026-06-07T07:38:04.000Z", "arch": "aarch64", "commit": "6c15752adc40aced46407560796040ae7d07308c", "fileid": "dc434268e31c9b072f568cec0e5c556cb9eada36dd6c3c97f2f556030ae40c89", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/oso-nextbridge/actions/runs/27086074239" }, { "r": "4.6.0", "os": "mac", "version": "0.3.0", "date": "2026-06-07T07:34:16.000Z", "arch": "x86_64", "commit": "6c15752adc40aced46407560796040ae7d07308c", "fileid": "60d9f733c58b31cfca83a6f6d1e23009629f70c9018458914ae92f6e206bf2d0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/oso-nextbridge/actions/runs/27086074239" }, { "r": "4.6.0", "os": "wasm", "version": "0.3.0", "date": "2026-06-07T07:32:34.000Z", "arch": "emscripten", "commit": "6c15752adc40aced46407560796040ae7d07308c", "fileid": "c1c7461388180ba3428bd6e3b44abefa083fd40a775a8f986db9c6ce9ebc5b50", "status": "success", "buildurl": "https://github.com/r-universe/oso-nextbridge/actions/runs/27086074239" }, { "r": "4.7.0", "os": "win", "version": "0.3.0", "date": "2026-06-07T07:32:18.000Z", "arch": "x86_64", "commit": "6c15752adc40aced46407560796040ae7d07308c", "fileid": "92cfb5cba48148ec3924c26456f752de12ce972616eb214590bcdd4f4bdbba23", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/oso-nextbridge/actions/runs/27086074239" }, { "r": "4.5.3", "os": "win", "version": "0.3.0", "date": "2026-06-07T07:32:03.000Z", "arch": "x86_64", "commit": "6c15752adc40aced46407560796040ae7d07308c", "fileid": "51de1db50fba9c116fbaa51f5f68f792b1901fabd16dd0db5e875b1184eff47f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/oso-nextbridge/actions/runs/27086074239" }, { "r": "4.6.0", "os": "win", "version": "0.3.0", "date": "2026-06-08T06:21:02.000Z", "arch": "x86_64", "commit": "6c15752adc40aced46407560796040ae7d07308c", "fileid": "8dc401f4846c84e352f1cdb371615d28aacded4dc2c39ef0791182b610b88b03", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/oso-nextbridge/actions/runs/27086074239" } ] }