{ "_id": "6a1c04931d7bb097a0a2a4cd", "Package": "bstrl", "Title": "Bayesian Streaming Record Linkage", "Version": "1.0.2", "Authors@R": "c(\nperson(given = \"Brenda\",\nfamily = \"Betancourt\",\nrole = c(\"aut\"),\nemail = \"bbetancourt@ufl.edu\"),\nperson(given = \"Andee\",\nfamily = \"Kaplan\",\nrole = c(\"aut\"),\nemail = \"andee.kaplan@colostate.edu\"),\nperson(given = \"Ian\",\nfamily = \"Taylor\",\nrole = c(\"aut\", \"cre\"),\nemail = \"ian.taylor@colostate.edu\")\n)", "Description": "Perform record linkage on streaming files using recursive\nBayesian updating.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "LazyData": "true", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.2.1", "VignetteBuilder": "knitr", "Repository": "https://ianmtaylor1.r-universe.dev", "Date/Publication": "2022-11-09 20:53:53 UTC", "RemoteUrl": "https://github.com/ianmtaylor1/bstrl", "RemoteRef": "HEAD", "RemoteSha": "00872f4aa5e3769fb1a98b15c0fef98f6db31170", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-31 09:47:57 UTC", "User": "root" }, "Author": "Brenda Betancourt [aut],\nAndee Kaplan [aut],\nIan Taylor [aut, cre]", "Maintainer": "Ian Taylor ", "MD5sum": "bc3e07d3cb562ef8efc244a9f30cb229", "_user": "ianmtaylor1", "_type": "src", "_file": "bstrl_1.0.2.tar.gz", "_fileid": "abf981e3deed55363325f5495137a3c029b4f765f4c05035f685c8a6ded813b4", "_filesize": 378977, "_sha256": "abf981e3deed55363325f5495137a3c029b4f765f4c05035f685c8a6ded813b4", "_created": "2026-05-31T09:47:57.000Z", "_published": "2026-05-31T09:51:15.863Z", "_distro": "noble", "_jobs": [ { "job": 78716418029, "time": 115, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7315729519" }, { "job": 78716418027, "time": 114, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7315729430" }, { "job": 78716418024, "time": 167, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7315731837" }, { "job": 78716418039, "time": 126, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7315728468" }, { "job": 78716185878, "time": 255, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7315718805" }, { "job": 78716418026, "time": 99, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7315728038" }, { "job": 78716418055, "time": 91, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7315727294" }, { "job": 78716418033, "time": 75, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7315725960" }, { "job": 78716418068, "time": 67, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7315725239" } ], "_buildurl": "https://github.com/r-universe/ianmtaylor1/actions/runs/26709217607", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/ianmtaylor1/bstrl", "_commit": { "id": "00872f4aa5e3769fb1a98b15c0fef98f6db31170", "author": "Ian Taylor ", "committer": "Ian Taylor ", "message": "Remove use of unexported functions from examples.\n\nCreated new exported function to make a streaminglinks object from entity id's of each record in each file.\n", "time": 1668027233 }, "_maintainer": { "name": "Ian Taylor", "email": "ian.taylor@colostate.edu", "login": "ianmtaylor1", "description": "Postdoc in statistics/AI/ML at NLR (formerly NREL). Hobby smart home, networking programmer.", "uuid": 2293284 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.10", "role": "Depends" }, { "package": "BRL", "role": "Imports" }, { "package": "doParallel", "role": "Imports" }, { "package": "extraDistr", "role": "Imports" }, { "package": "foreach", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "ianmtaylor1", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 2, "_contributors": [ { "user": "ianmtaylor1", "count": 184, "uuid": 2293284 } ], "_userbio": { "uuid": 2293284, "type": "user", "name": "Ian Taylor", "description": "Postdoc in statistics/AI/ML at NLR (formerly NREL). Hobby smart home, networking programmer." }, "_downloads": { "count": 198, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/bstrl" }, "_devurl": "https://github.com/ianmtaylor1/bstrl", "_searchresults": 2, "_rbuild": "4.6.0", "_assets": [ "extra/bstrl.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/ianmtaylor1/bstrl", "_realowner": "ianmtaylor1", "_cranurl": true, "_releases": [ { "version": "1.0.2", "date": "2022-11-10" } ], "_exports": [ "alllinks", "bipartiteRL", "extractlinks", "fromentities", "islinked", "multifileRL", "PPRBupdate", "precision", "recall", "SMCMCupdate", "thinsamples" ], "_datasets": [ { "name": "geco_30over_3err", "title": "Simulated Noisy Records", "object": "geco_30over_3err", "class": [ "list" ], "fields": [], "table": true, "tojson": true }, { "name": "geco_small", "title": "Simulated Noisy Records (smaller set)", "object": "geco_small", "class": [ "list" ], "fields": [], "table": true, "tojson": true }, { "name": "geco_small_result", "title": "Example linkage result object for small dataset", "object": "geco_small_result", "class": [ "bstrlstate" ], "fields": [], "table": false, "tojson": false } ], "_help": [ { "page": "alllinks", "title": "Return a list of all linked pairs (directly or transitively)", "topics": [ "alllinks" ] }, { "page": "bipartiteRL", "title": "Perform baseline bipartite record linkage before streaming updates", "topics": [ "bipartiteRL" ] }, { "page": "extractlinks", "title": "Extract the links from a bstrlstate object into a list of streaminglinks objects.", "topics": [ "extractlinks" ] }, { "page": "fromentities", "title": "Create a streaming link object from known record entity id's", "topics": [ "fromentities" ] }, { "page": "geco_30over_3err", "title": "Simulated Noisy Records", "topics": [ "geco_30over_3err" ] }, { "page": "geco_small", "title": "Simulated Noisy Records (smaller set)", "topics": [ "geco_small" ] }, { "page": "geco_small_result", "title": "Example linkage result object for small dataset", "topics": [ "geco_small_result" ] }, { "page": "islinked", "title": "Return True/False whether the two record are coreferent", "topics": [ "islinked" ] }, { "page": "multifileRL", "title": "Perform multifile record linkage via Gibbs sampling \"from scratch\"", "topics": [ "multifileRL" ] }, { "page": "PPRBupdate", "title": "Perform a PPRB update of record linkage with a new file", "topics": [ "PPRBupdate" ] }, { "page": "precision", "title": "Calculate the precision of estimated links relative to true links", "topics": [ "precision" ] }, { "page": "recall", "title": "Calculate the recall of estimated links relative to true links", "topics": [ "recall" ] }, { "page": "SMCMCupdate", "title": "Perform an SMCMC update of record linkage with a new file", "topics": [ "SMCMCupdate" ] }, { "page": "thinsamples", "title": "Thin a bstrlstate object", "topics": [ "thinsamples" ] } ], "_readme": "https://github.com/ianmtaylor1/bstrl/raw/HEAD/README.md", "_rundeps": [ "BRL", "codetools", "doParallel", "extraDistr", "foreach", "iterators", "Rcpp", "RcppArmadillo" ], "_vignettes": [ { "source": "streaming-rl-howto.Rmd", "filename": "streaming-rl-howto.html", "title": "Example Streaming RL on Simulated Data", "engine": "knitr::rmarkdown", "headings": [ "Data", "Streaming Record Linkage", "Base two file linkage", "PPRB updates", "SMCMC updates", "Analyzing results", "Method notes and caveats", "Locally balanced proposals", "Mixing Streaming Updates", "MCMC Iterations", "PPRB Sample Degredation", "Non-streaming Multifile Record Linkage" ], "created": "2022-08-02 05:17:07", "modified": "2022-11-07 20:19:23", "commits": 7 } ], "_score": 4, "_indexed": true, "_nocasepkg": "bstrl", "_universes": [ "ianmtaylor1" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.2", "date": "2026-05-31T09:49:51.000Z", "distro": "noble", "commit": "00872f4aa5e3769fb1a98b15c0fef98f6db31170", "fileid": "4f0727381884b1207dd7aa58b449ff828bc2054d2da820f271f5134da2ee7469", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ianmtaylor1/actions/runs/26709217607" }, { "r": "4.6.0", "os": "linux", "version": "1.0.2", "date": "2026-05-31T09:49:50.000Z", "distro": "noble", "commit": "00872f4aa5e3769fb1a98b15c0fef98f6db31170", "fileid": "d6153697da0e5c5a78bafb481669ddee1a1ab479ac119e6e9bb66efd2249497e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ianmtaylor1/actions/runs/26709217607" }, { "r": "4.5.3", "os": "mac", "version": "1.0.2", "date": "2026-05-31T09:50:20.000Z", "commit": "00872f4aa5e3769fb1a98b15c0fef98f6db31170", "fileid": "c5ad82ce40e78faea72d87b2e40dc0ecc0165b16c9b3db7d615c3598f4b33902", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ianmtaylor1/actions/runs/26709217607" }, { "r": "4.6.0", "os": "mac", "version": "1.0.2", "date": "2026-05-31T09:49:45.000Z", "commit": "00872f4aa5e3769fb1a98b15c0fef98f6db31170", "fileid": "b265ac8a7906bc9976487f5cfa6a83f8c62d45942e1d3afb983a0e51ee5c128d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ianmtaylor1/actions/runs/26709217607" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.2", "date": "2026-05-31T09:49:50.000Z", "commit": "00872f4aa5e3769fb1a98b15c0fef98f6db31170", "fileid": "d9ccf1beb36f0e0999c6fef4350fcc3adb4b24e263d5e1a08843e68e5f87f2bf", "status": "success", "buildurl": "https://github.com/r-universe/ianmtaylor1/actions/runs/26709217607" }, { "r": "4.7.0", "os": "win", "version": "1.0.2", "date": "2026-05-31T09:49:20.000Z", "commit": "00872f4aa5e3769fb1a98b15c0fef98f6db31170", "fileid": "c960cfffe340cbb2e7c6ae73fb9b2a6e87dc8782d98429129788e82455c4d024", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ianmtaylor1/actions/runs/26709217607" }, { "r": "4.5.3", "os": "win", "version": "1.0.2", "date": "2026-05-31T09:49:09.000Z", "commit": "00872f4aa5e3769fb1a98b15c0fef98f6db31170", "fileid": "24e0c777c8f4673e5a876f626d0fe13d57dec701c174e06cfd786c0618f2cf95", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ianmtaylor1/actions/runs/26709217607" }, { "r": "4.6.0", "os": "win", "version": "1.0.2", "date": "2026-05-31T09:49:00.000Z", "commit": "00872f4aa5e3769fb1a98b15c0fef98f6db31170", "fileid": "9fb46034b81d1f457d032012e2e4494d45255cf9b2c08f76bf2bf8fb3dc8b627", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ianmtaylor1/actions/runs/26709217607" } ] }