{ "_id": "6acdecf3a14063b82c3ad18e", "Package": "jewel", "Title": "Graphical Models Estimation from Multiple Sources", "Version": "2.0.3", "Authors@R": "c(\nperson(\"Anna\", \"Plaksienko\",\nemail = \"anna@plaxienko.com\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0001-9607-057X\")),\nperson(\"Claudia\", \"Angelini\",\nrole = c(\"aut\"),\ncomment = c(ORCID = \"0000-0001-8350-8464\")),\nperson(\"Daniela\", \"De Canditiis\",\nrole = c(\"aut\"),\ncomment = c(ORCID = \"0000-0002-3022-3411\")))", "Description": "Estimates networks of conditional dependencies (Gaussian\ngraphical models) from multiple classes of data (similar but\nnot exactly, i.e. measurements on different equipment, in\ndifferent locations or for various sub-types). Package also\nallows to generate simulation data and evaluate the\nperformance. Implementation of the method described in\nAngelini, De Canditiis and Plaksienko (2022)\n.", "URL": "https://github.com/annaplaksienko/jewel", "License": "GPL-2", "Encoding": "UTF-8", "VignetteBuilder": "knitr", "Config/roxygen2/version": "8.0.0", "Config/pak/sysreqs": "libglpk-dev libxml2-dev", "Repository": "https://annaplaksienko.r-universe.dev", "Date/Publication": "2026-05-27 09:14:37 UTC", "RemoteUrl": "https://github.com/annaplaksienko/jewel", "RemoteRef": "HEAD", "RemoteSha": "4168e47b6ed85b6d557756be950fdde5f0018288", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-13 08:20:46 UTC", "User": "root" }, "Author": "Anna Plaksienko [aut, cre] (ORCID:\n),\nClaudia Angelini [aut] (ORCID: ),\nDaniela De Canditiis [aut] (ORCID:\n)", "Maintainer": "Anna Plaksienko ", "_user": "annaplaksienko", "_type": "src", "_file": "jewel_2.0.3.tar.gz", "_fileid": "https://r2.ropensci.org/6c4efff4e4c9b3da14ec9bc5ea309a394c648c2912d4e2bc5c8190364ee418fd", "_filesize": 136478, "_sha256": "6c4efff4e4c9b3da14ec9bc5ea309a394c648c2912d4e2bc5c8190364ee418fd", "_expires": "2027-01-21T08:33:50.000Z", "_created": "2026-10-13T08:20:46.000Z", "_published": "2026-10-13T08:33:55.514Z", "_buildurl": "https://github.com/r-universe/annaplaksienko/actions/runs/38368317003", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 115199879528, "time": 131, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11798186293" }, { "job": 115199879541, "time": 126, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11798730593" }, { "job": 115199879517, "time": 163, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11798797191" }, { "job": 115199879470, "time": 164, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11798826873" }, { "job": 115198845844, "time": 162, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11798615445" }, { "job": 115199879534, "time": 90, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11798511007" }, { "job": 115199879578, "time": 73, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11798620331" }, { "job": 115199879631, "time": 81, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11798326000" }, { "job": 115199879665, "time": 87, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11797822654" } ], "_upstream": "https://github.com/annaplaksienko/jewel", "_commit": { "id": "4168e47b6ed85b6d557756be950fdde5f0018288", "author": "annaplaksienko ", "committer": "annaplaksienko ", "message": "Making n parameter for rewire() from igraph and integer\n", "time": 1779873277 }, "_maintainer": { "name": "Anna Plaksienko", "email": "anna@plaxienko.com", "login": "annaplaksienko", "twitter": "@annapla22", "description": "", "uuid": 59605799, "orcid": "0000-0001-9607-057X" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.6.0", "role": "Depends" }, { "package": "Matrix", "role": "Imports" }, { "package": "matrixcalc", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "SMUT", "role": "Imports" }, { "package": "igraph", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "purrr", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "annaplaksienko", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-22", "n": 1 } ], "_tags": [], "_stars": 5, "_contributors": [ { "user": "annaplaksienko", "count": 7, "uuid": 59605799 } ], "_userbio": { "uuid": 59605799, "type": "user", "name": "Anna Plaksienko", "followers": 7 }, "_downloads": { "count": 341, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/jewel" }, "_devurl": "https://github.com/annaplaksienko/jewel", "_searchresults": 9, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/jewel.html", "extra/manual.pdf", "extra/readme.html", "extra/readme.md" ], "_homeurl": "https://github.com/annaplaksienko/jewel", "_realowner": "annaplaksienko", "_cranurl": true, "_releases": [ { "version": "2.0.0", "date": "2023-05-12" }, { "version": "2.0.1", "date": "2023-06-13" }, { "version": "2.0.2", "date": "2024-05-22" }, { "version": "2.0.3", "date": "2026-05-27" } ], "_exports": [ "constructWeights", "evaluatePerformance", "generateData_rewire", "jewel" ], "_help": [ { "page": "constructWeights", "title": "Construct weights for _jewel_ minimization problem from prior information on vertices degrees.", "topics": [ "constructWeights" ] }, { "page": "evaluatePerformance", "title": "Evaluation of graph estimation method's performance if the true graph is known.", "topics": [ "evaluatePerformance" ] }, { "page": "generateData_rewire", "title": "Generate a set of scale-free graphs and corresponding datasets (using the graphs as their Gaussian graphical models)", "topics": [ "generateData_rewire" ] }, { "page": "jewel", "title": "Estimate Gaussian graphical models from multiple datasets", "topics": [ "jewel" ] } ], "_readme": "https://github.com/annaplaksienko/jewel/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "glue", "igraph", "lattice", "lifecycle", "magrittr", "MASS", "Matrix", "matrixcalc", "pkgconfig", "purrr", "Rcpp", "RcppEigen", "rlang", "RSpectra", "SKAT", "SMUT", "SPAtest", "vctrs" ], "_vignettes": [ { "source": "jewel_vignette.Rmd", "filename": "jewel_vignette.html", "title": "jewel_vignette", "engine": "knitr::rmarkdown", "headings": [ "Data generation", "Applying jewel", "Performance evaluation", "Session info" ], "created": "2023-05-08 18:12:45", "modified": "2023-05-08 18:12:45", "commits": 1 } ], "_score": 4.3979400086720375, "_indexed": true, "_nocasepkg": "jewel", "_universes": [ "annaplaksienko" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "2.0.3", "date": "2026-10-13T08:22:42.000Z", "distro": "resolute", "commit": "4168e47b6ed85b6d557756be950fdde5f0018288", "fileid": "https://r2.ropensci.org/b798f32b8aa3a2ed1127b8ac58dc0f38666be7c37ff9ea1def584fca8fcc5b18", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/annaplaksienko/actions/runs/38368317003" }, { "r": "4.6.1", "os": "linux", "version": "2.0.3", "date": "2026-10-13T08:22:40.000Z", "distro": "resolute", "commit": "4168e47b6ed85b6d557756be950fdde5f0018288", "fileid": "https://r2.ropensci.org/0069ef3d3c2f527d3414ce1a9770a8db4d7a69d401c8fe4f407a7ff633fe57e7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/annaplaksienko/actions/runs/38368317003" }, { "r": "4.5.3", "os": "mac", "version": "2.0.3", "date": "2026-10-13T08:32:34.000Z", "commit": "4168e47b6ed85b6d557756be950fdde5f0018288", "fileid": "https://r2.ropensci.org/95d1975d321a8b7541598875578e7403df8a47d86eda712b46ea06a535564e7a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/annaplaksienko/actions/runs/38368317003" }, { "r": "4.6.1", "os": "mac", "version": "2.0.3", "date": "2026-10-13T08:27:02.000Z", "commit": "4168e47b6ed85b6d557756be950fdde5f0018288", "fileid": "https://r2.ropensci.org/9c857f3e6c667acbdc61f8828298284ae8f987d9fa4c31ce056c07423eba4ff1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/annaplaksienko/actions/runs/38368317003" }, { "r": "4.6.0", "os": "wasm", "version": "2.0.3", "date": "2026-10-13T08:22:34.000Z", "commit": "4168e47b6ed85b6d557756be950fdde5f0018288", "fileid": "https://r2.ropensci.org/30db0541467a0cc3aee7b916660e612b39682a48c544371fe6f607f0fcded034", "status": "success", "buildurl": "https://github.com/r-universe/annaplaksienko/actions/runs/38368317003" }, { "r": "4.7.0", "os": "win", "version": "2.0.3", "date": "2026-10-13T08:21:48.000Z", "commit": "4168e47b6ed85b6d557756be950fdde5f0018288", "fileid": "https://r2.ropensci.org/ee6af992f30e803a10c294ba67541b43ba063bb894f63eff44a857f929aabeb3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/annaplaksienko/actions/runs/38368317003" }, { "r": "4.5.3", "os": "win", "version": "2.0.3", "date": "2026-10-13T08:21:49.000Z", "commit": "4168e47b6ed85b6d557756be950fdde5f0018288", "fileid": "https://r2.ropensci.org/e67b0e21023ee5fd992409eb6d29826d6584ec40a0b323442df473277829b715", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/annaplaksienko/actions/runs/38368317003" }, { "r": "4.6.1", "os": "win", "version": "2.0.3", "date": "2026-10-13T08:21:55.000Z", "commit": "4168e47b6ed85b6d557756be950fdde5f0018288", "fileid": "https://r2.ropensci.org/72a996f135f4ae7e0b6fc84941279c58e1b36d7f813cc882d12c26f0f9c5c1ed", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/annaplaksienko/actions/runs/38368317003" } ] }