{ "_id": "6a180e9facfb0bcc41dae266", "Package": "GUEST", "Type": "Package", "Title": "Graphical Models in Ultrahigh-Dimensional and Error-Prone Data\nvia Boosting Algorithm", "Version": "0.2.0", "Authors@R": "c(\nperson(\"Hui-Shan\", \"Tsao\", role=c(\"aut\", \"cre\"), email=\"n410412@gmail.com\"),\nperson(\"Li-Pang\", \"Chen\", role=c(\"aut\"), email=\"lchen723@nccu.edu.tw\")\n)", "Description": "We consider the ultrahigh-dimensional and error-prone\ndata. Our goal aims to estimate the precision matrix and\nidentify the graphical structure of the random variables with\nmeasurement error corrected. We further adopt the estimated\nprecision matrix to the linear discriminant function to do\nclassification for multi-label classes.", "License": "GPL-2", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.1", "NeedsCompilation": "no", "Author": "Hui-Shan Tsao [aut, cre], Li-Pang Chen [aut]", "Maintainer": "Hui-Shan Tsao ", "Packaged": { "Date": "2026-05-28 09:42:20 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2024-07-31 02:26:46 UTC", "RemoteUrl": "https://github.com/cran/GUEST", "RemoteRef": "HEAD", "RemoteSha": "5e14988a1b849ef9069b2e2588b9eec724c1eaf0", "MD5sum": "a4287adefffb0ff01c508812deeb3fcc", "_user": "cran", "_type": "src", "_file": "GUEST_0.2.0.tar.gz", "_fileid": "52b581653c894344d151f69db09c278c2e7507f711bf79de1bc635324ca75c13", "_filesize": 257061, "_sha256": "52b581653c894344d151f69db09c278c2e7507f711bf79de1bc635324ca75c13", "_created": "2026-05-28T09:42:20.000Z", "_published": "2026-05-28T09:45:03.344Z", "_distro": "noble", "_jobs": [ { "job": 78264691008, "time": 126, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7262709600" }, { "job": 78264690899, "time": 118, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7262706987" }, { "job": 78264204492, "time": 180, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7262668406" }, { "job": 78264690883, "time": 111, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7262704700" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/26567005451", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/GUEST", "_commit": { "id": "5e14988a1b849ef9069b2e2588b9eec724c1eaf0", "author": "Hui-Shan Tsao ", "committer": "cran-robot ", "message": "version 0.2.0\n", "time": 1722392806 }, "_maintainer": { "name": "Hui-Shan Tsao", "email": "n410412@gmail.com" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "XICOR", "role": "Imports" }, { "package": "network", "role": "Imports" }, { "package": "GGally", "role": "Imports" }, { "package": "sna", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 159, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/GUEST" }, "_searchresults": 0, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/GUEST.html", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2024-05-21" }, { "version": "0.2.0", "date": "2024-07-30" } ], "_exports": [ "boost.graph", "LDA.boost" ], "_datasets": [ { "name": "MedulloblastomaData", "title": "The medulloblastoma dataset", "object": "MedulloblastomaData", "class": [ "matrix", "array" ], "fields": [ "GSM4312", "GSM4313", "GSM4314", "GSM4315", "GSM4316", "GSM4317", "GSM4318", "GSM4319", "GSM4320", "GSM4321", "GSM4322", "GSM4323", "GSM4324", "GSM4325", "GSM4326", "GSM4327", "GSM4328", "GSM4329", "GSM4330", "GSM4331", "GSM4332", "GSM4333", "GSM4334" ], "rows": 656, "table": true, "tojson": true } ], "_help": [ { "page": "boost.graph", "title": "Estimation of precision matrix and detection of graphical structure", "topics": [ "boost.graph" ] }, { "page": "GUEST_package", "title": "Graphical Models in Ultrahigh-Dimensional and Error-Prone Data via Boosting Algorithm", "topics": [ "GUEST_package" ] }, { "page": "LDA.boost", "title": "Implementation of the linear discriminant function for multi-label classification.", "topics": [ "LDA.boost" ] }, { "page": "MedulloblastomaData", "title": "The medulloblastoma dataset", "topics": [ "MedulloblastomaData" ] } ], "_rundeps": [ "cli", "coda", "cpp11", "crayon", "dplyr", "farver", "forcats", "foreign", "generics", "GGally", "ggplot2", "ggstats", "glue", "GPArotation", "gtable", "hms", "isoband", "labeling", "lattice", "lifecycle", "magrittr", "Matrix", "mnormt", "network", "nlme", "patchwork", "pillar", "pkgconfig", "prettyunits", "progress", "psych", "psychTools", "purrr", "R6", "RColorBrewer", "rlang", "S7", "scales", "statnet.common", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "utf8", "vctrs", "viridisLite", "withr", "XICOR" ], "_score": 1, "_indexed": true, "_nocasepkg": "guest", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.0", "date": "2026-05-28T09:44:21.000Z", "distro": "noble", "commit": "5e14988a1b849ef9069b2e2588b9eec724c1eaf0", "fileid": "9916f9aed78a920b29d16caf637d37314df81c4207cacc36828520ccf58265e6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26567005451" }, { "r": "4.6.0", "os": "linux", "version": "0.2.0", "date": "2026-05-28T09:44:11.000Z", "distro": "noble", "commit": "5e14988a1b849ef9069b2e2588b9eec724c1eaf0", "fileid": "9f7b35b3ded38c059de564104374f5c396e6301d938dfa6ea111af0928994d39", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26567005451" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.0", "date": "2026-05-28T09:44:29.000Z", "commit": "5e14988a1b849ef9069b2e2588b9eec724c1eaf0", "fileid": "83c1e2dc2f6d18fdc131f597e11a569b4ab68c337da78283f7bd529e9ab23bee", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/26567005451" } ] }