{
  "_id": "6a23e137530b9bc726be7d19",
  "Package": "ScottKnottESD",
  "Type": "Package",
  "Title": "The Non-Parametric Scott-Knott Effect Size Difference (ESD) Test",
  "Version": "3.0.0",
  "Date": "2020-05-14",
  "Author": "Chakkrit Tantithamthavorn",
  "Maintainer": "Chakkrit Tantithamthavorn <chakkrit@monash.edu>",
  "Description": "The Non-Parametric Scott-Knott Effect Size Difference\n(ESD) test is a mean comparison approach that leverages a\nhierarchical clustering to partition the set of treatment means\n(e.g., means of variable importance scores, means of model\nperformance) into statistically distinct groups with\nnon-negligible difference [Tantithamthavorn et al., (2018)\n<doi:10.1109/TSE.2018.2794977>].",
  "License": "GPL (>= 2) + file LICENSE",
  "LazyData": "true",
  "URL": "https://github.com/klainfo/ScottKnottESD",
  "BugReports": "https://github.com/klainfo/ScottKnottESD/issues",
  "RoxygenNote": "6.1.1",
  "Config/pak/sysreqs": "cmake make libicu-dev",
  "Repository": "https://klainfo.r-universe.dev",
  "Date/Publication": "2023-02-09 00:21:37 UTC",
  "RemoteUrl": "https://github.com/klainfo/scottknottesd",
  "RemoteRef": "HEAD",
  "RemoteSha": "401664099a5ab625a20b97b8023db822ea59adc8",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-06 08:55:18 UTC",
    "User": "root"
  },
  "MD5sum": "04077cad41d4630ea30841ab1e6a5d93",
  "_user": "klainfo",
  "_type": "src",
  "_file": "ScottKnottESD_3.0.0.tar.gz",
  "_fileid": "6a5da190db8e5da4d5db9bf8b317fa9edfa7119d303ab62f2a3f9136ec0cce2c",
  "_filesize": 398007,
  "_sha256": "6a5da190db8e5da4d5db9bf8b317fa9edfa7119d303ab62f2a3f9136ec0cce2c",
  "_created": "2026-06-06T08:55:18.000Z",
  "_published": "2026-06-06T08:58:31.217Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79865754326,
      "time": 144,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "7453041806"
    },
    {
      "job": 79865754320,
      "time": 142,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "WARNING",
      "artifact": "7453041599"
    },
    {
      "job": 79865754330,
      "time": 162,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "7453040558"
    },
    {
      "job": 79865754325,
      "time": 133,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "WARNING",
      "artifact": "7453038396"
    },
    {
      "job": 79865588373,
      "time": 175,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7453024862"
    },
    {
      "job": 79865754313,
      "time": 109,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7453037561"
    },
    {
      "job": 79865754334,
      "time": 89,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "7453035088"
    },
    {
      "job": 79865754332,
      "time": 88,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "7453034986"
    },
    {
      "job": 79865754331,
      "time": 115,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "WARNING",
      "artifact": "7453038344"
    }
  ],
  "_buildurl": "https://github.com/r-universe/klainfo/actions/runs/27057924296",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/klainfo/scottknottesd",
  "_commit": {
    "id": "401664099a5ab625a20b97b8023db822ea59adc8",
    "author": "Chakkrit (Kla) Tantithamthavorn <kla@chakkrit.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Merge pull request #26 from nelsoncardenas/nelsoncardenas-install-development-package-from-python\n\nAdd installation hints using rpy2",
    "time": 1675902097
  },
  "_maintainer": {
    "name": "Chakkrit Tantithamthavorn",
    "email": "chakkrit@monash.edu",
    "login": "klainfo",
    "description": "Associate Professor @monashinfotech, research in AI and SE",
    "uuid": 1889596
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "reshape2",
      "role": "Depends"
    },
    {
      "package": "effsize",
      "role": "Depends"
    },
    {
      "package": "stats",
      "role": "Depends"
    },
    {
      "package": "car",
      "role": "Depends"
    },
    {
      "package": "forecast",
      "role": "Depends"
    }
  ],
  "_owner": "klainfo",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_topics": [
    "defect-prediction-models",
    "effect-size",
    "multiple-comparisons",
    "ranking-algorithm",
    "scott-knott",
    "statistical-tests"
  ],
  "_stars": 44,
  "_contributors": [
    {
      "user": "klainfo",
      "count": 107,
      "uuid": 1889596
    },
    {
      "user": "nelsoncardenas",
      "count": 6,
      "uuid": 18086414
    },
    {
      "user": "chrstphlbr",
      "count": 1,
      "uuid": 1269574
    },
    {
      "user": "katrinleinweber",
      "count": 1,
      "uuid": 9948149
    },
    {
      "user": "patanamon",
      "count": 1,
      "uuid": 8154515
    }
  ],
  "_userbio": {
    "uuid": 1889596,
    "type": "user",
    "name": "Kla Tantithamthavorn",
    "description": "Associate Professor @monashinfotech, research in AI and SE"
  },
  "_downloads": {
    "count": 305,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ScottKnottESD"
  },
  "_devurl": "https://github.com/klainfo/scottknottesd",
  "_searchresults": 111,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/readme.html",
    "extra/readme.md",
    "extra/ScottKnottESD.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/klainfo/scottknottesd",
  "_realowner": "klainfo",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.1",
      "date": "2016-08-09"
    },
    {
      "version": "1.2.2",
      "date": "2017-05-07"
    },
    {
      "version": "2.0.2",
      "date": "2017-07-08"
    },
    {
      "version": "2.0.3",
      "date": "2018-05-08"
    }
  ],
  "_exports": [
    "check.ANOVA.assumptions",
    "checkDifference",
    "long2wide",
    "normalize",
    "sk_esd"
  ],
  "_datasets": [
    {
      "name": "example",
      "title": "An example dataset of Breiman's variable importance scores",
      "object": "example",
      "class": [
        "data.frame"
      ],
      "fields": [
        "LOC",
        "Components",
        "Subsystem",
        "Files",
        "Commit",
        "Churn",
        "Ownership",
        "Authorship",
        "Experience"
      ],
      "rows": 1000,
      "table": true,
      "tojson": true
    },
    {
      "name": "maven",
      "title": "An example dataset of Breiman's variable importance scores",
      "object": "maven",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Avg_CloneLineCount",
        "Avg_CountLineComment",
        "Avg_Cyclomatic",
        "Avg_ImproveCommitCount",
        "Avg_LineAdded",
        "Avg_LineCodeCount",
        "Avg_MaxNesting",
        "Avg_NewFeatureCommitCount",
        "Avg_RatioCommentToCode",
        "Avg_RatioLineCodeCount",
        "Avg_TokenCount",
        "CloneType",
        "Diff_CloneLineCount",
        "Diff_CountLineComment",
        "Diff_Cyclomatic",
        "Diff_DeveloperCount",
        "Diff_Essential",
        "Diff_FanIn",
        "Diff_FanOut",
        "Diff_FixCommitCount",
        "Diff_LineCodeDeclCount",
        "Diff_LineCount",
        "Diff_LineDeleted",
        "Diff_NewFeatureCommitCount",
        "Diff_TokenCount",
        "Max_DirectoryDistance",
        "SiblingCount"
      ],
      "rows": 1000,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "ScottKnottESD-package",
      "title": "The Scott-Knott Effect Size Difference (ESD) Test",
      "topics": [
        "ScottKnottESD-package",
        "ScottKnottESD"
      ]
    },
    {
      "page": "check.ANOVA.assumptions",
      "title": "Check basic ANOVA assumptions",
      "topics": [
        "\"check.ANOVA.assumptions\"",
        "check.ANOVA.assumptions"
      ]
    },
    {
      "page": "long2wide",
      "title": "Convert data from long format to wide format",
      "topics": [
        "\"long2wide\"",
        "long2wide"
      ]
    },
    {
      "page": "normalize",
      "title": "Normalize non-normal distributions using the Box-Cox Power Transformation",
      "topics": [
        "\"normalize\"",
        "normalize"
      ]
    },
    {
      "page": "example",
      "title": "An example dataset of Breiman's variable importance scores",
      "topics": [
        "example"
      ]
    },
    {
      "page": "maven",
      "title": "An example dataset of Breiman's variable importance scores",
      "topics": [
        "maven"
      ]
    },
    {
      "page": "print",
      "title": "Print sk_esd objects",
      "topics": [
        "print.sk_esd"
      ]
    },
    {
      "page": "sk_esd",
      "title": "A function to check the magnitude of the difference for all pairs of treatments",
      "topics": [
        "checkDifference",
        "SK.ESD",
        "sk_esd"
      ]
    }
  ],
  "_readme": "https://github.com/klainfo/scottknottesd/raw/HEAD/README.md",
  "_rundeps": [
    "abind",
    "backports",
    "boot",
    "broom",
    "car",
    "carData",
    "cli",
    "colorspace",
    "cowplot",
    "cpp11",
    "Deriv",
    "doBy",
    "dplyr",
    "effsize",
    "farver",
    "forecast",
    "Formula",
    "fracdiff",
    "generics",
    "ggplot2",
    "glue",
    "gtable",
    "isoband",
    "labeling",
    "lattice",
    "lifecycle",
    "lme4",
    "lmtest",
    "magrittr",
    "MASS",
    "Matrix",
    "MatrixModels",
    "mgcv",
    "microbenchmark",
    "minqa",
    "modelr",
    "nlme",
    "nloptr",
    "nnet",
    "numDeriv",
    "pbkrtest",
    "pillar",
    "pkgconfig",
    "plyr",
    "purrr",
    "quantreg",
    "R6",
    "rbibutils",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "Rdpack",
    "reformulas",
    "reshape2",
    "rlang",
    "S7",
    "scales",
    "SparseM",
    "stringi",
    "stringr",
    "survival",
    "tibble",
    "tidyr",
    "tidyselect",
    "timeDate",
    "urca",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr",
    "zoo"
  ],
  "_score": 5.989805650936826,
  "_indexed": true,
  "_nocasepkg": "scottknottesd",
  "_universes": [
    "klainfo"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "3.0.0",
      "date": "2026-06-06T08:57:26.000Z",
      "distro": "noble",
      "commit": "401664099a5ab625a20b97b8023db822ea59adc8",
      "fileid": "e3b376822930564a291dcab821ce8c324f5e88d03336e4ae5e0f8d749b5643f6",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/klainfo/actions/runs/27057924296"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "3.0.0",
      "date": "2026-06-06T08:57:25.000Z",
      "distro": "noble",
      "commit": "401664099a5ab625a20b97b8023db822ea59adc8",
      "fileid": "8c3f717f89d18cdd9fbfb3ebe78aa2efe50d4d574684ea327cf43a7725f30ba0",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/klainfo/actions/runs/27057924296"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "3.0.0",
      "date": "2026-06-06T08:57:24.000Z",
      "commit": "401664099a5ab625a20b97b8023db822ea59adc8",
      "fileid": "52922ea241c888729d28d4640c74bb2247e00e6ffdc0433860c7f01e1aa5f232",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/klainfo/actions/runs/27057924296"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "3.0.0",
      "date": "2026-06-06T08:57:09.000Z",
      "commit": "401664099a5ab625a20b97b8023db822ea59adc8",
      "fileid": "ca4cf2881ea621a3f9639e3a88c3f3cd714a10ddf3f3c8010bc3342b840e2a60",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/klainfo/actions/runs/27057924296"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "3.0.0",
      "date": "2026-06-06T08:57:22.000Z",
      "commit": "401664099a5ab625a20b97b8023db822ea59adc8",
      "fileid": "d301ba833e9abfb31379a1e9172a11b82af8e0367c94749b7fe7d9b77071ee45",
      "status": "success",
      "buildurl": "https://github.com/r-universe/klainfo/actions/runs/27057924296"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "3.0.0",
      "date": "2026-06-06T08:56:27.000Z",
      "commit": "401664099a5ab625a20b97b8023db822ea59adc8",
      "fileid": "08e46e4cb6e407fc016573b12b6119510cca48b6f76f4339a0567005622572e3",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/klainfo/actions/runs/27057924296"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "3.0.0",
      "date": "2026-06-06T08:56:25.000Z",
      "commit": "401664099a5ab625a20b97b8023db822ea59adc8",
      "fileid": "799456b24a0943872f4668ec3276988e37adf5128f200c9ce64ca5c53cc9e4b1",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/klainfo/actions/runs/27057924296"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "3.0.0",
      "date": "2026-06-06T08:56:53.000Z",
      "commit": "401664099a5ab625a20b97b8023db822ea59adc8",
      "fileid": "bbac5873cedb290a6d0cf439be4df65f92189b34d4974005e589290b69d128a2",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/klainfo/actions/runs/27057924296"
    }
  ]
}