{ "_id": "6a169997acfb0bcc41d7d868", "Package": "OutliersO3", "Type": "Package", "Title": "Draws Overview of Outliers (O3) Plots", "Version": "0.6.3", "Date": "2020-04-27", "Author": "Antony Unwin", "Maintainer": "Antony Unwin ", "Description": "Potential outliers are identified for all combinations of\na dataset's variables. O3 plots are described in Unwin(2019)\n. The available methods are\nHDoutliers() from the package 'HDoutliers', FastPCS() from the\npackage 'FastPCS', mvBACON() from 'robustX', adjOutlyingness()\nfrom 'robustbase', DectectDeviatingCells() from 'cellWise',\ncovMcd() from 'robustbase'.", "License": "GPL (>= 2)", "Encoding": "UTF-8", "LazyData": "true", "VignetteBuilder": "knitr", "RoxygenNote": "6.0.1", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-27 07:08:07 UTC", "User": "root" }, "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev libxml2-dev\nlibssl-dev", "Repository": "https://impaug.r-universe.dev", "Date/Publication": "2020-04-24 23:10:02 UTC", "RemoteUrl": "https://github.com/cran/OutliersO3", "RemoteRef": "HEAD", "RemoteSha": "41c935239bcaf223374722f1293d3a2121f96ec6", "MD5sum": "9e26f2faba414568e6024dc98f185967", "_user": "impaug", "_type": "src", "_file": "OutliersO3_0.6.3.tar.gz", "_fileid": "8b4b13de85f8523ed21ba4168410eed95ae86be313db37e9a4265271fcbacba0", "_filesize": 3426932, "_sha256": "8b4b13de85f8523ed21ba4168410eed95ae86be313db37e9a4265271fcbacba0", "_created": "2026-05-27T07:08:07.000Z", "_published": "2026-05-27T07:13:26.984Z", "_distro": "noble", "_jobs": [ { "job": 78025601326, "time": 182, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7234096254" }, { "job": 78025601352, "time": 173, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7234093518" }, { "job": 78025601325, "time": 108, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7234091730" }, { "job": 78025601338, "time": 101, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7234122141" }, { "job": 78024832356, "time": 338, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7234045013" }, { "job": 78025601312, "time": 144, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7234085979" }, { "job": 78025601344, "time": 121, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7234079719" }, { "job": 78025601339, "time": 106, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7234075574" }, { "job": 78025601414, "time": 124, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7234080323" } ], "_buildurl": "https://github.com/r-universe/impaug/actions/runs/26496168368", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/OutliersO3", "_commit": { "id": "41c935239bcaf223374722f1293d3a2121f96ec6", "author": "Antony Unwin ", "committer": "cran-robot ", "message": "version 0.6.3\n", "time": 1587769802 }, "_maintainer": { "name": "Antony Unwin", "email": "unwin@math.uni-augsburg.de", "login": "impaug", "description": "", "uuid": 6614839 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.3.0", "role": "Depends" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "grDevices", "role": "Imports" }, { "package": "rlist", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "tidyr", "role": "Imports" }, { "package": "forcats", "role": "Imports" }, { "package": "HDoutliers", "role": "Imports" }, { "package": "robustbase", "role": "Imports" }, { "package": "robustX", "role": "Imports" }, { "package": "FastPCS", "role": "Imports" }, { "package": "cellWise", "version": ">= 2.1.0", "role": "Imports" }, { "package": "GGally", "role": "Imports" }, { "package": "memisc", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "gridExtra", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "languageR", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 1, "_contributors": [ { "user": "impaug", "count": 8, "uuid": 6614839 } ], "_userbio": { "uuid": 6614839, "type": "user", "name": "impaug" }, "_downloads": { "count": 239, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/OutliersO3" }, "_searchresults": 32, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/OutliersO3.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_realowner": "impaug", "_cranurl": false, "_releases": [ { "version": "0.2.1", "date": "2017-09-26" }, { "version": "0.5.1", "date": "2018-02-05" }, { "version": "0.5.3", "date": "2018-02-06" }, { "version": "0.5.4", "date": "2018-02-08" }, { "version": "0.6", "date": "2019-01-18" }, { "version": "0.6.1", "date": "2019-02-27" }, { "version": "0.6.2", "date": "2019-03-24" }, { "version": "0.6.3", "date": "2020-04-25" } ], "_exports": [ "O3plotColours", "O3plotM", "O3plotT", "O3prep" ], "_datasets": [ { "name": "Election2005", "title": "Election2005 data", "object": "Election2005", "class": [ "data.frame" ], "fields": [ "PmapNr", "WahlkreisNr", "Name", "Land", "Gemeinden...", "Flaeche.km2.", "Bevoelk.t.", "maennlich.t.", "Deutsche.t.", "BDichte.je.km2.", "Bunter15...", "B1518...", "B1825...", "B2535...", "B3560...", "B60mehr...", "LebGeb.je.1000.", "Gestorb.je.1000.", "Zuzuege.je.1000.", "Fortzuege.je.1000.", "Zunahme.je.1000.", "LandBetr.je.1000.", "LandFl.ha.", "BergbauBetriebe..je.1000.", "BergBauBeschaeftigte.je.1000.", "NeuWohnungen.je.1000.", "Wohnungen.je.1000.", "KFZ.je.1000.", "Schulab.je.1000.", "ohneHaupt...", "mitHaupt...", "mitReal...", "mitHoch...", "Arbeitslos03", "Arbeitslos04", "SozialVers.je.1000.", "LandForstFisch...", "Produz...", "Handel...", "uebDienst...", "WBerechE", "WBerechV", "WE", "WV", "UngZE", "UngZV", "GulZE", "GulZV", "SPDze", "SPDzv", "CDUCSUze", "CDUCSUzv", "Grze", "GRzv", "FDPze", "FDPzv", "Linkze", "Linkzv", "SPD", "CDUCSU", "Gruene", "FDP", "Linke", "Rest", "SPDv", "CDUCSUv", "Gruenev", "FDPv", "Linkev", "Restv" ], "rows": 299, "table": true, "tojson": true } ], "_help": [ { "page": "Election2005", "title": "Election2005 data", "topics": [ "Election2005" ] }, { "page": "O3plotColours", "title": "Set colours for O3 plots", "topics": [ "O3plotColours" ] }, { "page": "O3plotM", "title": "Draws an Overview of Outliers (O3) plot for more than one method and parallel coordinate plots", "topics": [ "O3plotM" ] }, { "page": "O3plotT", "title": "Draws an Overview of Outliers (O3) plot for one method and parallel coordinate plots", "topics": [ "O3plotT" ] }, { "page": "O3prep", "title": "Identify outliers for different combinations of variables", "topics": [ "O3prep" ] }, { "page": "OutliersO3", "title": "OutliersO3: displays and compares potential outliers", "topics": [ "OutliersO3-package" ] } ], "_readme": "https://github.com/cran/OutliersO3/raw/HEAD/README.md", "_rundeps": [ "abind", "backports", "base64enc", "boot", "broom", "bslib", "cachem", "car", "carData", "cellWise", "cli", "cluster", "colorspace", "cowplot", "cpp11", "crayon", "crosstalk", "data.table", "DEoptimR", "Deriv", "digest", "doBy", "dplyr", "DT", "ellipse", "emmeans", "estimability", "evaluate", "FactoMineR", "farver", "fastmap", "FastPCS", "flashClust", "FNN", "fontawesome", "forcats", "forecast", "Formula", "fracdiff", "fs", "generics", "GGally", "ggplot2", "ggrepel", "ggstats", "glue", "gridExtra", "gtable", "HDoutliers", "highr", "hms", "htmltools", "htmlwidgets", "isoband", "jquerylib", "jsonlite", "knitr", "labeling", "later", "lattice", "lazyeval", "leaps", "lifecycle", "lme4", "lmtest", "magrittr", "MASS", "Matrix", "MatrixModels", "matrixStats", "mclust", "memisc", "memoise", "mgcv", "microbenchmark", "mime", "minqa", "modelr", "multcompView", "mvtnorm", "nlme", "nloptr", "nnet", "numDeriv", "otel", "patchwork", "pbkrtest", "pcaPP", "pillar", "pkgconfig", "plyr", "prettyunits", "progress", "promises", "purrr", "quantreg", "R6", "rappdirs", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "Rdpack", "reformulas", "reshape2", "rlang", "rlist", "rmarkdown", "robustbase", "robustX", "rrcov", "S7", "sass", "scales", "scatterplot3d", "shape", "SparseM", "stringi", "stringr", "survival", "svd", "tibble", "tidyr", "tidyselect", "timeDate", "tinytex", "urca", "utf8", "vctrs", "viridisLite", "withr", "xfun", "XML", "yaml", "zoo" ], "_vignettes": [ { "source": "MultTolLevels.Rmd", "filename": "MultTolLevels.html", "title": "Different outlier tolerance levels for different O3 plots", "author": "Antony Unwin", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Using individual tolerance levels for different methods", "Analysing etymology data with different tolerance levels" ], "created": "2019-01-18 16:00:03", "modified": "2020-04-24 23:10:02", "commits": 4 }, { "source": "DrawingO3plots.Rmd", "filename": "DrawingO3plots.html", "title": "Drawing O3 (Overview Of Outliers) plots", "author": "Antony Unwin", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "A first O3 plot", "Comparing different outlier tolerance levels", "Comparing two methods", "Using six methods simultaneously" ], "created": "2019-01-18 16:00:03", "modified": "2020-04-24 23:10:02", "commits": 3 }, { "source": "xtraO3methods.Rmd", "filename": "xtraO3methods.html", "title": "Including results from other outlier identification methods in O3 plots", "author": "Antony Unwin", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Using a single new method with up to 3 tolerance levels.", "Using one of more new methods and adding their results to results for methods in OutliersO3.", "Tips for constructing an outResults list." ], "created": "2019-01-18 16:00:03", "modified": "2019-01-18 16:00:03", "commits": 1 }, { "source": "PCPsO3.Rmd", "filename": "PCPsO3.html", "title": "Drawing additional parallel coordinate plots to support O3 plots", "author": "Antony Unwin", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Setting up variables for alternative highlighting" ], "created": "2019-01-18 16:00:03", "modified": "2020-04-24 23:10:02", "commits": 3 } ], "_score": 3.8061799739838875, "_indexed": true, "_nocasepkg": "outlierso3", "_universes": [ "impaug" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.6.3", "date": "2026-05-27T07:10:49.000Z", "distro": "noble", "commit": "41c935239bcaf223374722f1293d3a2121f96ec6", "fileid": "8dbad7b226b4d0b61a0bfa11209927b01bcc76ffb2f558c8661be3b47735013c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/impaug/actions/runs/26496168368" }, { "r": "4.6.0", "os": "linux", "version": "0.6.3", "date": "2026-05-27T07:10:49.000Z", "distro": "noble", "commit": "41c935239bcaf223374722f1293d3a2121f96ec6", "fileid": "f34984dbb17d6efbc4b71801dd6455df9fefc3c23bea7316a1741698861f4f5e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/impaug/actions/runs/26496168368" }, { "r": "4.5.3", "os": "mac", "version": "0.6.3", "date": "2026-05-27T07:10:48.000Z", "commit": "41c935239bcaf223374722f1293d3a2121f96ec6", "fileid": "8e36809cacc2c18b4ffc241410baf34febe32a5b28e4568e00e2be224107c7ce", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/impaug/actions/runs/26496168368" }, { "r": "4.6.0", "os": "mac", "version": "0.6.3", "date": "2026-05-27T07:12:37.000Z", "commit": "41c935239bcaf223374722f1293d3a2121f96ec6", "fileid": "c21e710b12fa400d0c69d6a839aa24b7d0887b9c82e13e84d0673b3efe33472f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/impaug/actions/runs/26496168368" }, { "r": "4.6.0", "os": "wasm", "version": "0.6.3", "date": "2026-05-27T07:10:55.000Z", "commit": "41c935239bcaf223374722f1293d3a2121f96ec6", "fileid": "cbf35cd82035ef08209eb3bae0531fb01f73f79ce53ac38a325aaaa97ef2a409", "status": "success", "buildurl": "https://github.com/r-universe/impaug/actions/runs/26496168368" }, { "r": "4.7.0", "os": "win", "version": "0.6.3", "date": "2026-05-27T07:09:45.000Z", "commit": "41c935239bcaf223374722f1293d3a2121f96ec6", "fileid": "7f8c66a67aea328c5ecbaccd50e2a058e0bda14de34d105d8d09ed5a0aae87eb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/impaug/actions/runs/26496168368" }, { "r": "4.5.3", "os": "win", "version": "0.6.3", "date": "2026-05-27T07:09:30.000Z", "commit": "41c935239bcaf223374722f1293d3a2121f96ec6", "fileid": "8c94fcd4292cc1da0ce72f1e959591d95b30d8ca434cb80a9ce1728b294eda7b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/impaug/actions/runs/26496168368" }, { "r": "4.6.0", "os": "win", "version": "0.6.3", "date": "2026-05-27T07:09:42.000Z", "commit": "41c935239bcaf223374722f1293d3a2121f96ec6", "fileid": "2998af28f7c0a4f3a73575f0d2e53a806ad52713e0e4913fba138d05dfd9e326", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/impaug/actions/runs/26496168368" } ] }