{ "_id": "6a3a25166265ec60d62001ba", "Package": "VisCollin", "Title": "Visualizing Collinearity Diagnostics", "Version": "0.1.4", "Date": "2025-12-19", "Authors@R": "c(person(\"Michael\", \"Friendly\", , \"friendly@yorku.ca\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-3237-0941\"))\n)", "Description": "Provides methods to calculate diagnostics for\nmulticollinearity among predictors in a linear or generalized\nlinear model. It also provides methods to visualize those\ndiagnostics following Friendly & Kwan (2009), \"Where’s Waldo:\nVisualizing Collinearity Diagnostics\",\n. These include better tabular\npresentation of collinearity diagnostics that highlight the\nimportant numbers, a semi-graphic tableplot of the diagnostics\nto make warning and danger levels more salient, and a\n\"collinearity biplot\" of the smallest dimensions of predictor\nspace, where collinearity is most apparent.", "License": "GPL (>=3)", "Language": "en-US", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "URL": "https://github.com/friendly/VisCollin,\nhttps://friendly.github.io/VisCollin/", "BugReports": "https://github.com/friendly/VisCollin/issues", "Repository": "https://friendly.r-universe.dev", "Date/Publication": "2025-12-23 18:30:39 UTC", "RemoteUrl": "https://github.com/friendly/VisCollin", "RemoteRef": "HEAD", "RemoteSha": "6ca6dc5f1bc298a3c03fb3151c2cd5da72afa08d", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-23 06:14:12 UTC", "User": "root" }, "Author": "Michael Friendly [aut, cre] (ORCID:\n)", "Maintainer": "Michael Friendly ", "MD5sum": "0221de04f89ef73fc1c09f6c2a195803", "_user": "friendly", "_type": "src", "_file": "VisCollin_0.1.4.tar.gz", "_fileid": "8734560b42c0dd7a4b0a19ce6071593b8e444eccdda462c968d4b597d2ba0c94", "_filesize": 416643, "_sha256": "8734560b42c0dd7a4b0a19ce6071593b8e444eccdda462c968d4b597d2ba0c94", "_created": "2026-06-23T06:14:12.000Z", "_published": "2026-06-23T06:17:58.194Z", "_distro": "noble", "_jobs": [ { "job": 82888962312, "time": 144, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7812898707" }, { "job": 82888962293, "time": 186, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7812909839" }, { "job": 82888962242, "time": 95, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7812885561" }, { "job": 82888962270, "time": 87, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7812883229" }, { "job": 82888576532, "time": 171, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7812859416" }, { "job": 82888962192, "time": 110, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7812889830" }, { "job": 82888962259, "time": 90, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7812884554" }, { "job": 82888962285, "time": 81, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7812882082" }, { "job": 82888962271, "time": 84, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7812882723" } ], "_buildurl": "https://github.com/r-universe/friendly/actions/runs/28006162933", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/friendly/VisCollin", "_commit": { "id": "6ca6dc5f1bc298a3c03fb3151c2cd5da72afa08d", "author": "Michael Friendly ", "committer": "Michael Friendly ", "message": "update pkgdown\n", "time": 1766514639 }, "_maintainer": { "name": "Michael Friendly", "email": "friendly@yorku.ca", "login": "friendly", "mastodon": "@datavisFriendly@vis.social", "bluesky": "@datavisfriendly.bsky.social", "orcid": "0000-0002-3237-0941", "twitter": "@datavisFriendly", "description": "", "uuid": 456353 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "tinytable", "role": "Imports" }, { "package": "car", "role": "Suggests" }, { "package": "corrgram", "role": "Suggests" }, { "package": "corrplot", "role": "Suggests" }, { "package": "dplyr", "role": "Suggests" }, { "package": "lmtest", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "tidyr", "role": "Suggests" }, { "package": "webshot2", "role": "Suggests" } ], "_owner": "friendly", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-35", "n": 2 }, { "week": "2025-41", "n": 8 }, { "week": "2025-51", "n": 11 }, { "week": "2025-52", "n": 2 } ], "_tags": [], "_topics": [ "biplots", "collinearity-diagnostics", "graphics", "regression-models" ], "_stars": 1, "_contributors": [ { "user": "friendly", "count": 90, "uuid": 456353 } ], "_userbio": { "uuid": 456353, "type": "user", "name": "Michael Friendly", "followers": 245 }, "_downloads": { "count": 243, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/VisCollin" }, "_devurl": "https://github.com/friendly/viscollin", "_pkgdown": "https://friendly.github.io/VisCollin/", "_searchresults": 20, "_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/readme.html", "extra/readme.md", "extra/VisCollin.html", "manual.pdf" ], "_homeurl": "https://github.com/friendly/viscollin", "_realowner": "friendly", "_cranurl": true, "_releases": [ { "version": "0.1.1", "date": "2023-08-17" }, { "version": "0.1.2", "date": "2023-09-05" } ], "_exports": [ "cellgram", "colldiag", "make.patterns", "tableplot" ], "_datasets": [ { "name": "biomass", "title": "Biomass Production in the Cape Fear Estuary", "object": "biomass", "file": "biomass.RData", "class": [ "data.frame" ], "fields": [ "loc", "type", "biomass", "H2S", "sal", "Eh7", "pH", "buf", "P", "K", "Ca", "Mg", "Na", "Mn", "Zn", "Cu", "NH4" ], "rows": 45, "table": true, "tojson": true }, { "name": "cars", "title": "Cars Data", "object": "cars", "file": "cars.RData", "class": [ "data.frame" ], "fields": [ "make", "model", "mpg", "cylinder", "engine", "horse", "weight", "accel", "year", "origin" ], "rows": 406, "table": true, "tojson": true }, { "name": "consumption", "title": "Consumption Function Dataset", "object": "consumption", "file": "consumption.rda", "class": [ "data.frame" ], "fields": [ "year", "cons", "rate", "dpi", "d_dpi" ], "rows": 28, "table": true, "tojson": true } ], "_help": [ { "page": "biomass", "title": "Biomass Production in the Cape Fear Estuary", "topics": [ "biomass" ] }, { "page": "cars", "title": "Cars Data", "topics": [ "cars" ] }, { "page": "cellgram", "title": "Draw one cell in a tableplot", "topics": [ "cellgram" ] }, { "page": "colldiag", "title": "Collinearity Diagnostics", "topics": [ "colldiag", "print.colldiag" ] }, { "page": "consumption", "title": "Consumption Function Dataset", "topics": [ "consumption" ] }, { "page": "make.patterns", "title": "Construct collection of pattern specifications for tableplot", "topics": [ "make.patterns" ] }, { "page": "tableplot", "title": "Tableplot: A Semi-graphic Display of a Table", "topics": [ "tableplot", "tableplot.default" ] }, { "page": "tableplot.colldiag", "title": "Tableplot for Collinearity Diagnostics", "topics": [ "tableplot.colldiag", "tableplot.colldig", "tableplot.glm", "tableplot.lm" ] }, { "page": "tt.colldiag", "title": "'tinytable' Output Method for \"colldiag\" Objects", "topics": [ "tt.colldiag" ] } ], "_pkglogo": "https://github.com/friendly/VisCollin/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/friendly/VisCollin/raw/HEAD/README.md", "_rundeps": [ "tinytable" ], "_score": 3.6020599913279625, "_indexed": true, "_nocasepkg": "viscollin", "_universes": [ "friendly" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.4", "date": "2026-06-23T06:16:40.000Z", "distro": "noble", "commit": "6ca6dc5f1bc298a3c03fb3151c2cd5da72afa08d", "fileid": "ac47ef7ba961310c588fbf92a3e5e296ce4781062e70b462dcd0439056903e8e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/friendly/actions/runs/28006162933" }, { "r": "4.6.0", "os": "linux", "version": "0.1.4", "date": "2026-06-23T06:17:23.000Z", "distro": "noble", "commit": "6ca6dc5f1bc298a3c03fb3151c2cd5da72afa08d", "fileid": "7553b616246b710835131fda1116c9009a584689764ed100eae76637ee745ead", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/friendly/actions/runs/28006162933" }, { "r": "4.5.3", "os": "mac", "version": "0.1.4", "date": "2026-06-23T06:15:52.000Z", "commit": "6ca6dc5f1bc298a3c03fb3151c2cd5da72afa08d", "fileid": "800a057031bc8350aece7d162e41b02e7f9e9d13a49abdedf6cfa5578ab06dcd", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/friendly/actions/runs/28006162933" }, { "r": "4.6.0", "os": "mac", "version": "0.1.4", "date": "2026-06-23T06:15:47.000Z", "commit": "6ca6dc5f1bc298a3c03fb3151c2cd5da72afa08d", "fileid": "3e624bb5a73ea02838b6c8e31dc1fba7573abf8a9fc746f4bc3437bf54340cae", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/friendly/actions/runs/28006162933" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.4", "date": "2026-06-23T06:16:24.000Z", "commit": "6ca6dc5f1bc298a3c03fb3151c2cd5da72afa08d", "fileid": "2739898b1f4f4f13e99f2353e795b13b7ad4c5df4a2f9ae507c151517767b1b4", "status": "success", "buildurl": "https://github.com/r-universe/friendly/actions/runs/28006162933" }, { "r": "4.7.0", "os": "win", "version": "0.1.4", "date": "2026-06-23T06:15:46.000Z", "commit": "6ca6dc5f1bc298a3c03fb3151c2cd5da72afa08d", "fileid": "69eeaa7aac004e3763600a0cdefb21a2a7586316014d54535b06703fea828440", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/friendly/actions/runs/28006162933" }, { "r": "4.5.3", "os": "win", "version": "0.1.4", "date": "2026-06-23T06:15:36.000Z", "commit": "6ca6dc5f1bc298a3c03fb3151c2cd5da72afa08d", "fileid": "ba3464e8d56147001b3c509143f98c7e854ac015fb92b2445dcacf35fd19b6d4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/friendly/actions/runs/28006162933" }, { "r": "4.6.0", "os": "win", "version": "0.1.4", "date": "2026-06-23T06:15:38.000Z", "commit": "6ca6dc5f1bc298a3c03fb3151c2cd5da72afa08d", "fileid": "003e59c39bde97be1d9fae7f89b65d4ffc107db6f66c683c04cb3a2f298759ca", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/friendly/actions/runs/28006162933" } ] }