{ "_id": "6a1f26f0b401979e73422420", "Package": "HiGarrote", "Type": "Package", "Title": "Nonnegative Garrote Method Incorporating Hierarchical\nRelationships", "Version": "1.0", "Date": "2024-09-24", "Author": "Wei-Yang Yu [aut, cre], V. Roshan Joseph [aut]", "Maintainer": "Wei-Yang Yu ", "Description": "An implementation of the nonnegative garrote method that\nincorporates hierarchical relationships among variables. The\ncore function, HiGarrote, offers an automated approach for\nanalyzing experiments while respecting hierarchical structures\namong effects. For methodological details, refer to Yu and\nJoseph (2024) . This work is\nsupported by U.S. National Foundation grant DMS-2310637.", "License": "GPL (>= 2)", "RoxygenNote": "7.3.2", "Encoding": "UTF-8", "LazyData": "true", "URL": "https://github.com/weiyangyu/HiGarrote", "BugReports": "https://github.com/weiyangyu/HiGarrote/issues", "Config/pak/sysreqs": "cmake make libicu-dev libxml2-dev", "Repository": "https://weiyangyu.r-universe.dev", "Date/Publication": "2024-11-09 02:03:31 UTC", "RemoteUrl": "https://github.com/weiyangyu/higarrote", "RemoteRef": "HEAD", "RemoteSha": "ebec81f1fdd5dc7dd647bf8e3a1cd27543910c5a", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-16 05:45:37 UTC", "User": "root" }, "MD5sum": "2656750eb5ca38e77d079be930a79bc8", "_user": "weiyangyu", "_type": "src", "_file": "HiGarrote_1.0.tar.gz", "_fileid": "ed6ef1104f22b4d6499d91ae5aa326340b8086ba655abf99b0be97066cec14e0", "_filesize": 142090, "_sha256": "ed6ef1104f22b4d6499d91ae5aa326340b8086ba655abf99b0be97066cec14e0", "_created": "2026-05-16T05:45:37.000Z", "_published": "2026-06-02T18:54:40.529Z", "_distro": "noble", "_jobs": [ { "job": 79148254767, "time": 145, "config": "linux-devel-arm64", "r": "4.7.0", "check": "NOTE", "artifact": "7030942863" }, { "job": 79148254704, "time": 145, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "7030942909" }, { "job": 79148255207, "time": 135, "config": "linux-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7030941839" }, { "job": 79148255242, "time": 141, "config": "linux-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7030942560" }, { "job": 79148254942, "time": 240, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "7030949149" }, { "job": 79148254959, "time": 266, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "7030949181" }, { "job": 79148254830, "time": 181, "config": "macos-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7030943312" }, { "job": 79148254482, "time": 207, "config": "macos-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7030946971" }, { "job": 79148253800, "time": 178, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7030927956" }, { "job": 79148254262, "time": 124, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7367030056" }, { "job": 79148254908, "time": 133, "config": "windows-devel", "r": "4.7.0", "check": "NOTE", "artifact": "7030941673" }, { "job": 79148254996, "time": 111, "config": "windows-oldrel", "r": "4.5.3", "check": "NOTE", "artifact": "7030939501" }, { "job": 79148254872, "time": 111, "config": "windows-release", "r": "4.6.0", "check": "NOTE", "artifact": "7030939467" } ], "_buildurl": "https://github.com/r-universe/weiyangyu/actions/runs/25954148876", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/weiyangyu/higarrote", "_commit": { "id": "ebec81f1fdd5dc7dd647bf8e3a1cd27543910c5a", "author": "weiyangyu ", "committer": "weiyangyu ", "message": "Update all files\n", "time": 1731117811 }, "_maintainer": { "name": "Wei-Yang Yu", "email": "wyu322@gatech.edu", "login": "weiyangyu", "uuid": 68111878 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.10", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "faux", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "MaxPro", "role": "Imports" }, { "package": "nloptr", "role": "Imports" }, { "package": "purrr", "role": "Imports" }, { "package": "quadprog", "role": "Imports" }, { "package": "Rcpp", "version": ">= 1.0.12", "role": "Imports" }, { "package": "RcppArmadillo", "role": "Imports" }, { "package": "rlist", "role": "Imports" }, { "package": "scales", "role": "Imports" }, { "package": "stringr", "role": "Imports" } ], "_owner": "weiyangyu", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "weiyangyu", "count": 7, "uuid": 68111878 } ], "_userbio": { "uuid": 68111878, "type": "user", "name": "Wei-Yang Yu", "description": "Ph.D. student in ISyE, Georgia Tech" }, "_downloads": { "count": 195, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/HiGarrote" }, "_devurl": "https://github.com/weiyangyu/higarrote", "_searchresults": 0, "_topics": [ "cpp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/HiGarrote.html", "manual.pdf" ], "_homeurl": "https://github.com/weiyangyu/higarrote", "_realowner": "weiyangyu", "_cranurl": true, "_releases": [ { "version": "1.0", "date": "2024-11-14" }, { "version": "1.0.1", "date": "2025-01-29" }, { "version": "1.0.2", "date": "2025-01-30" }, { "version": "1.1.0", "date": "2025-04-21" }, { "version": "1.1.1", "date": "2025-04-21" }, { "version": "2.0.0", "date": "2025-08-01" } ], "_exports": [ "HiGarrote", "nnGarrote" ], "_datasets": [ { "name": "blood_glucose", "title": "Blood Glucose Experiment", "object": "blood_glucose", "class": [ "data.frame" ], "fields": [ "A", "G", "B", "C", "D", "E", "F", "H", "y" ], "rows": 18, "table": true, "tojson": true }, { "name": "cast_fatigue", "title": "Cast Fatigue Experiment", "object": "cast_fatigue", "class": [ "data.frame" ], "fields": [ "A", "B", "C", "D", "E", "F", "G", "y" ], "rows": 12, "table": true, "tojson": true }, { "name": "router_bit", "title": "Router Bit Experiment", "object": "router_bit", "class": [ "data.frame" ], "fields": [ "A", "B", "C", "D", "E", "F", "G", "H", "J", "y" ], "rows": 32, "table": true, "tojson": true } ], "_help": [ { "page": "blood_glucose", "title": "Blood Glucose Experiment", "topics": [ "blood_glucose" ] }, { "page": "cast_fatigue", "title": "Cast Fatigue Experiment", "topics": [ "cast_fatigue" ] }, { "page": "HiGarrote", "title": "An Automatic Method for the Analysis of Experiments using Hierarchical Garrote", "topics": [ "HiGarrote" ] }, { "page": "nnGarrote", "title": "Nonnegative Garrote Method with Hierarchical Structures", "topics": [ "nnGarrote" ] }, { "page": "router_bit", "title": "Router Bit Experiment", "topics": [ "router_bit" ] } ], "_rundeps": [ "boot", "cli", "cpp11", "data.table", "dplyr", "farver", "faux", "generics", "ggplot2", "glue", "gtable", "isoband", "jsonlite", "labeling", "lattice", "lifecycle", "lme4", "magrittr", "MASS", "Matrix", "MaxPro", "minqa", "nlme", "nloptr", "pillar", "pkgconfig", "purrr", "quadprog", "R6", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "Rdpack", "reformulas", "rlang", "rlist", "S7", "scales", "stringi", "stringr", "tibble", "tidyselect", "truncnorm", "utf8", "vctrs", "viridisLite", "withr", "XML", "yaml" ], "_sysdeps": [ { "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" } ], "_score": 2, "_indexed": true, "_nocasepkg": "higarrote", "_universes": [ "weiyangyu" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0", "date": "2026-05-16T05:48:04.000Z", "distro": "noble", "arch": "aarch64", "commit": "ebec81f1fdd5dc7dd647bf8e3a1cd27543910c5a", "fileid": "39c61ec61737318215e6b3f626b4911d6e198094e78c43600b5af17e663535cd", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/weiyangyu/actions/runs/25954148876" }, { "r": "4.7.0", "os": "linux", "version": "1.0", "date": "2026-05-16T05:48:03.000Z", "distro": "noble", "arch": "x86_64", "commit": "ebec81f1fdd5dc7dd647bf8e3a1cd27543910c5a", "fileid": "74e6c658c88787cdcd6cb064163d9da29d7b280789977f9bd42aa37c485f46e9", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/weiyangyu/actions/runs/25954148876" }, { "r": "4.6.0", "os": "linux", "version": "1.0", "date": "2026-05-16T05:47:56.000Z", "distro": "noble", "arch": "aarch64", "commit": "ebec81f1fdd5dc7dd647bf8e3a1cd27543910c5a", "fileid": "1410f1671480818657e64094e587ca81315519fa5f3083bd3b328b1d2bef6d93", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/weiyangyu/actions/runs/25954148876" }, { "r": "4.6.0", "os": "linux", "version": "1.0", "date": "2026-05-16T05:48:01.000Z", "distro": "noble", "arch": "x86_64", "commit": "ebec81f1fdd5dc7dd647bf8e3a1cd27543910c5a", "fileid": "303f92ffcf00988478dbca3e319f9fa6a962bb91a4867a90fa9f18bb16b8816b", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/weiyangyu/actions/runs/25954148876" }, { "r": "4.5.3", "os": "mac", "version": "1.0", "date": "2026-05-16T05:49:06.000Z", "arch": "aarch64", "commit": "ebec81f1fdd5dc7dd647bf8e3a1cd27543910c5a", "fileid": "4b2fbc3d69680a870287a42bd0fabfbb6f7aba16edaad424cd50e74346e0c681", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/weiyangyu/actions/runs/25954148876" }, { "r": "4.5.3", "os": "mac", "version": "1.0", "date": "2026-05-16T05:48:59.000Z", "arch": "x86_64", "commit": "ebec81f1fdd5dc7dd647bf8e3a1cd27543910c5a", "fileid": "8947c39680c1bc8cf39ab44e3318e3f601704291a59a5d385f97e4e3adf3c3a5", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/weiyangyu/actions/runs/25954148876" }, { "r": "4.6.0", "os": "mac", "version": "1.0", "date": "2026-05-16T05:48:00.000Z", "arch": "aarch64", "commit": "ebec81f1fdd5dc7dd647bf8e3a1cd27543910c5a", "fileid": "68f6d9aa13f2db3332539807039233b76b9e3bb7f3455088db5fbecafc7cf6fc", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/weiyangyu/actions/runs/25954148876" }, { "r": "4.6.0", "os": "mac", "version": "1.0", "date": "2026-05-16T05:48:35.000Z", "arch": "x86_64", "commit": "ebec81f1fdd5dc7dd647bf8e3a1cd27543910c5a", "fileid": "2e9f95c7ce53f3fdc9376f3ad98867bca8834b0ce288df76f00cc93b0c5d9f4b", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/weiyangyu/actions/runs/25954148876" }, { "r": "4.7.0", "os": "win", "version": "1.0", "date": "2026-05-16T05:47:16.000Z", "arch": "x86_64", "commit": "ebec81f1fdd5dc7dd647bf8e3a1cd27543910c5a", "fileid": "db3fbf2d4718c8e2f527357257cca28321a9d39b302616a813375f62911ca5aa", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/weiyangyu/actions/runs/25954148876" }, { "r": "4.5.3", "os": "win", "version": "1.0", "date": "2026-05-16T05:47:10.000Z", "arch": "x86_64", "commit": "ebec81f1fdd5dc7dd647bf8e3a1cd27543910c5a", "fileid": "c89c436a38e56918bc0c12d63a99001020d4a5944bdbc17a1f5840c312ca8d99", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/weiyangyu/actions/runs/25954148876" }, { "r": "4.6.0", "os": "win", "version": "1.0", "date": "2026-05-16T05:46:59.000Z", "arch": "x86_64", "commit": "ebec81f1fdd5dc7dd647bf8e3a1cd27543910c5a", "fileid": "b55265b8f281045bc0e399eb9e91c06eb7ed184dab4b6dae0c44c3cdccb57192", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/weiyangyu/actions/runs/25954148876" }, { "r": "4.6.0", "os": "wasm", "version": "1.0", "date": "2026-06-02T18:54:12.000Z", "arch": "emscripten", "commit": "ebec81f1fdd5dc7dd647bf8e3a1cd27543910c5a", "fileid": "397a0a9d2b0f450b214912713ce5dc68e9fcb314544e759517ee5d2a67d9e950", "status": "success", "buildurl": "https://github.com/r-universe/weiyangyu/actions/runs/25954148876" } ] }