{
  "_id": "6acd7148a14063b82c3ab919",
  "Package": "envoutliers",
  "Type": "Package",
  "Title": "Methods for Identification of Outliers in Environmental Data",
  "Version": "1.1.0",
  "Authors@R": "c(\nperson(\"Martina\", \"Campulova\", email = \"martina.campulova@mendelu.cz\", role = c(\"cre\")),\nperson(\"Martina\", \"Campulova\", email = \"martina.campulova@mendelu.cz\", role = c(\"aut\")),\nperson(\"Roman\", \"Campula\", email = \"roman.campula@cdv.cz\", role = c(\"ctb\")))",
  "Description": "Three semi-parametric methods for detection of outliers in\nenvironmental data based on kernel regression and subsequent\nanalysis of smoothing residuals. The first method (Campulova,\nMichalek, Mikuska and Bokal (2018) <DOI: 10.1002/cem.2997>)\nanalyzes the residuals using changepoint analysis, the second\nmethod is based on control charts (Campulova, Veselik and\nMichalek (2017) <DOI: 10.1016/j.apr.2017.01.004>) and the third\nmethod (Holesovsky, Campulova and Michalek (2018) <DOI:\n10.1016/j.apr.2017.06.005>) analyzes the residuals using\nextreme value theory (Holesovsky, Campulova and Michalek (2018)\n<DOI: 10.1016/j.apr.2017.06.005>).",
  "License": "GPL-2",
  "Encoding": "UTF-8",
  "RoxygenNote": "6.1.1",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-12 23:13:40 UTC",
    "User": "root"
  },
  "Author": "Martina Campulova [cre], Martina Campulova [aut], Roman Campula\n[ctb]",
  "Maintainer": "Martina Campulova <martina.campulova@mendelu.cz>",
  "Config/pak/sysreqs": "cmake make libicu-dev",
  "Repository": "https://cranhaven.r-universe.dev",
  "Date/Publication": "2026-10-12 11:02:00 UTC",
  "RemoteUrl": "https://github.com/cranhaven/cranhaven.r-universe.dev",
  "RemoteRef": "package/envoutliers",
  "RemoteSha": "f94c416b9db9556be74d36ecab619a242edf43b2",
  "RemoteSubdir": "envoutliers",
  "_user": "cranhaven",
  "_type": "src",
  "_file": "envoutliers_1.1.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/db0da1e1414faa675117d5cbd2410354d8545e18c30d718c4ad9723380e1f344",
  "_filesize": 275640,
  "_sha256": "db0da1e1414faa675117d5cbd2410354d8545e18c30d718c4ad9723380e1f344",
  "_expires": "2027-01-20T23:46:14.000Z",
  "_created": "2026-10-12T23:13:40.000Z",
  "_published": "2026-10-12T23:46:16.583Z",
  "_buildurl": "https://github.com/r-universe/cranhaven/actions/runs/38320686120",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 115048947073,
      "time": 154,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "11778923587"
    },
    {
      "job": 115048947218,
      "time": 185,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "11779118507"
    },
    {
      "job": 115048947221,
      "time": 129,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "11779952332"
    },
    {
      "job": 115048947196,
      "time": 112,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "11780255589"
    },
    {
      "job": 115047854914,
      "time": 222,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11778193852"
    },
    {
      "job": 115048947146,
      "time": 118,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11778317595"
    },
    {
      "job": 115048947187,
      "time": 102,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "11778194280"
    },
    {
      "job": 115048947126,
      "time": 103,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "11779133099"
    },
    {
      "job": 115048947213,
      "time": 113,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "11778677385"
    }
  ],
  "_upstream": "https://github.com/cranhaven/cranhaven.r-universe.dev",
  "_commit": {
    "id": "f94c416b9db9556be74d36ecab619a242edf43b2",
    "author": "GitHub Action <action@github.com>",
    "committer": "GitHub Action <action@github.com>",
    "message": "Add envoutliers to CRANhaven, because archived on 2026-10-12 11:02:00 +0000\n",
    "time": 1791802920
  },
  "_maintainer": {
    "name": "Martina Campulova",
    "email": "martina.campulova@mendelu.cz"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "car",
      "role": "Imports"
    },
    {
      "package": "changepoint",
      "role": "Imports"
    },
    {
      "package": "ecp",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "ismev",
      "role": "Imports"
    },
    {
      "package": "lokern",
      "role": "Imports"
    },
    {
      "package": "robustbase",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "openair",
      "role": "Suggests"
    }
  ],
  "_owner": "cranhaven",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-42",
      "n": 1
    }
  ],
  "_tags": [],
  "_topics": [
    "archived",
    "packages",
    "r-universe"
  ],
  "_stars": 5,
  "_contributors": [
    {
      "user": "henrikbengtsson",
      "count": 183,
      "uuid": 1616850
    }
  ],
  "_userbio": {
    "uuid": 161993010,
    "type": "organization",
    "name": "cranhaven",
    "followers": 3,
    "description": "CRANhaven - Repository for Recently Archived CRAN Packages"
  },
  "_downloads": {
    "count": 416,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/envoutliers"
  },
  "_devurl": "https://github.com/cranhaven/cranhaven.r-universe.dev",
  "_searchresults": 4,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/envoutliers.html",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt"
  ],
  "_realowner": "cran",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2019-11-05"
    },
    {
      "version": "1.1.0",
      "date": "2020-05-07"
    }
  ],
  "_exports": [
    "KRDetect.outliers.changepoint",
    "KRDetect.outliers.controlchart",
    "KRDetect.outliers.EV",
    "KRDetect.outliers.plot",
    "MRL.plot",
    "smoothing",
    "stability.plot"
  ],
  "_help": [
    {
      "page": "boxcoxTransform",
      "title": "Box-Cox transformation of data - Only intended for developer use",
      "topics": [
        "boxcoxTransform"
      ]
    },
    {
      "page": "changepoint",
      "title": "Changepoint analysis - Only intended for developer use",
      "topics": [
        "changepoint"
      ]
    },
    {
      "page": "changepoint.plot",
      "title": "Changepoint outlier detection plot - Only intended for developer use",
      "topics": [
        "changepoint.plot"
      ]
    },
    {
      "page": "chebyshev.inequality.detect",
      "title": "Chebyshev inequality based identification of outliers on segments - Only intended for developer use",
      "topics": [
        "chebyshev.inequality.detect"
      ]
    },
    {
      "page": "control.limits.R",
      "title": "Limits for control chart _R_ - Only intended for developer use",
      "topics": [
        "control.limits.R"
      ]
    },
    {
      "page": "control.limits.s",
      "title": "Limits for control chart _s_ - Only intended for developer use",
      "topics": [
        "control.limits.s"
      ]
    },
    {
      "page": "control.limits.x",
      "title": "Limits for control chart _x_ - Only intended for developer use",
      "topics": [
        "control.limits.x"
      ]
    },
    {
      "page": "controlchart.plot",
      "title": "Control chart outliers detection plot - Only intended for developer use",
      "topics": [
        "controlchart.plot"
      ]
    },
    {
      "page": "EV.plot",
      "title": "Extreme value outlier detection plot - Only intended for developer use",
      "topics": [
        "EV.plot"
      ]
    },
    {
      "page": "extremal.index.censored",
      "title": "Extremal index estimation (Holesovsky and Fusek, 2020) - Only intended for developer use",
      "topics": [
        "extremal.index.censored"
      ]
    },
    {
      "page": "extremal.index.gomes",
      "title": "Extremal index estimation (Gomes, 1993) - Only intended for developer use",
      "topics": [
        "extremal.index.gomes"
      ]
    },
    {
      "page": "extremal.index.intervals",
      "title": "Extremal index estimation (Ferro and Segers, 2003) - Only intended for developer use",
      "topics": [
        "extremal.index.intervals"
      ]
    },
    {
      "page": "extremal.index.Kgaps",
      "title": "Extremal index estimation (Suveges and Davison, 2010) - Only intended for developer use",
      "topics": [
        "extremal.index.Kgaps"
      ]
    },
    {
      "page": "extremal.index.runs",
      "title": "Extremal index estimation (Smith and Weissman, 1994) - Only intended for developer use",
      "topics": [
        "extremal.index.runs"
      ]
    },
    {
      "page": "extremal.index.sliding.blocks",
      "title": "Extremal index estimation (Northrop, 2015) - Only intended for developer use",
      "topics": [
        "extremal.index.sliding.blocks"
      ]
    },
    {
      "page": "find.alpha",
      "title": "Parameter _alpha_ for Quantiles of normal distribution based outlier detection - Only intended for developer use",
      "topics": [
        "find.alpha"
      ]
    },
    {
      "page": "find.L",
      "title": "Parameter L for Chebyshev inequality based outlier detection - Only intended for developer use",
      "topics": [
        "find.L"
      ]
    },
    {
      "page": "get.norm",
      "title": "Table of Control Charts Constants - Only intended for developer use",
      "topics": [
        "get.norm"
      ]
    },
    {
      "page": "grubbs.detect",
      "title": "Grubbs test based identification of outliers on segments - Only intended for developer use",
      "topics": [
        "grubbs.detect"
      ]
    },
    {
      "page": "grubbs.test",
      "title": "Outlier detection using Grubbs test - Only intended for developer use",
      "topics": [
        "grubbs.test"
      ]
    },
    {
      "page": "KRDetect.outliers.changepoint",
      "title": "Identification of outliers using changepoint analysis",
      "topics": [
        "KRDetect.outliers.changepoint"
      ]
    },
    {
      "page": "KRDetect.outliers.controlchart",
      "title": "Identification of outliers using control charts",
      "topics": [
        "KRDetect.outliers.controlchart"
      ]
    },
    {
      "page": "KRDetect.outliers.EV",
      "title": "Identification of outliers using extreme value theory",
      "topics": [
        "KRDetect.outliers.EV"
      ]
    },
    {
      "page": "KRDetect.outliers.plot",
      "title": "Outlier detection plot",
      "topics": [
        "KRDetect.outliers.plot"
      ]
    },
    {
      "page": "mc.left",
      "title": "Left medcouple (LMC) - Only intended for developer use",
      "topics": [
        "mc.left"
      ]
    },
    {
      "page": "mc.right",
      "title": "Right medcouple (RMC) - Only intended for developer use",
      "topics": [
        "mc.right"
      ]
    },
    {
      "page": "mc.test",
      "title": "Robust medcouple MC-LR test - Only intended for developer use",
      "topics": [
        "mc.test"
      ]
    },
    {
      "page": "Moment.gpd.fit",
      "title": "Moment estimates of GP distribution parameters - Only intended for developer use",
      "topics": [
        "Moment.gpd.fit"
      ]
    },
    {
      "page": "MRL.plot",
      "title": "Mean residual life (MRL) plot",
      "topics": [
        "MRL.plot"
      ]
    },
    {
      "page": "normal.distr.quantiles.detect",
      "title": "Normal distribution based identification of outliers on segments - Only intended for developer use",
      "topics": [
        "normal.distr.quantiles.detect"
      ]
    },
    {
      "page": "plot.KRDetect",
      "title": "Outlier detection plot",
      "topics": [
        "plot.KRDetect"
      ]
    },
    {
      "page": "return.level.est",
      "title": "Return level estimation - Only intended for developer use",
      "topics": [
        "return.level.est"
      ]
    },
    {
      "page": "segment.length.control",
      "title": "Segment length control - Only intended for developer use",
      "topics": [
        "segment.length.control"
      ]
    },
    {
      "page": "smoothing",
      "title": "Kernel regression smoothing",
      "topics": [
        "smoothing"
      ]
    },
    {
      "page": "stability.plot",
      "title": "Stability plot",
      "topics": [
        "stability.plot"
      ]
    },
    {
      "page": "summary.KRDetect",
      "title": "Summary of the outlier detection results",
      "topics": [
        "summary.KRDetect"
      ]
    }
  ],
  "_rundeps": [
    "abind",
    "backports",
    "boot",
    "broom",
    "car",
    "carData",
    "changepoint",
    "cli",
    "colorspace",
    "cowplot",
    "cpp11",
    "DEoptimR",
    "Deriv",
    "doBy",
    "dplyr",
    "ecp",
    "farver",
    "forecast",
    "Formula",
    "fracdiff",
    "generics",
    "ggplot2",
    "glue",
    "gtable",
    "ismev",
    "isoband",
    "labeling",
    "lattice",
    "lifecycle",
    "lme4",
    "lmtest",
    "lokern",
    "magrittr",
    "MASS",
    "Matrix",
    "MatrixModels",
    "mgcv",
    "minqa",
    "modelr",
    "nlme",
    "nloptr",
    "nnet",
    "numDeriv",
    "pbkrtest",
    "pillar",
    "pkgconfig",
    "purrr",
    "quantreg",
    "R6",
    "rbibutils",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "Rdpack",
    "reformulas",
    "rlang",
    "robustbase",
    "S7",
    "scales",
    "sfsmisc",
    "SparseM",
    "stringi",
    "stringr",
    "survival",
    "tibble",
    "tidyr",
    "tidyselect",
    "timeDate",
    "urca",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr",
    "zoo"
  ],
  "_score": 1.6989700043360187,
  "_indexed": false,
  "_nocasepkg": "envoutliers",
  "_universes": [
    "cranhaven"
  ],
  "_indexurl": "https://cran.r-universe.dev/envoutliers",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.1.0",
      "date": "2026-10-12T23:17:01.000Z",
      "distro": "resolute",
      "commit": "f94c416b9db9556be74d36ecab619a242edf43b2",
      "fileid": "https://r2.ropensci.org/9a01bf05037fac6de25b72591809d68fe344a0d32a665e3ca14163d7b068ff82",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/38320686120"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.1.0",
      "date": "2026-10-12T23:17:37.000Z",
      "distro": "resolute",
      "commit": "f94c416b9db9556be74d36ecab619a242edf43b2",
      "fileid": "https://r2.ropensci.org/220cc64fe6bb0bcdce3059775028b370fe5bf34041832155e1db75daade90298",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/38320686120"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.1.0",
      "date": "2026-10-12T23:45:17.000Z",
      "commit": "f94c416b9db9556be74d36ecab619a242edf43b2",
      "fileid": "https://r2.ropensci.org/1a8c35150291c445338a5ef9bd4be9fa61c62cb306d7ffa73ca19f6f24f1148b",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/38320686120"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.1.0",
      "date": "2026-10-12T23:45:05.000Z",
      "commit": "f94c416b9db9556be74d36ecab619a242edf43b2",
      "fileid": "https://r2.ropensci.org/3d659238917522d0572bcba7e695ab2951b1185e84fdfbce5d6f06ca549b8a30",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/38320686120"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.1.0",
      "date": "2026-10-12T23:16:56.000Z",
      "commit": "f94c416b9db9556be74d36ecab619a242edf43b2",
      "fileid": "https://r2.ropensci.org/f052955bec467ce7c4daead87725eb200feba25388883eedb14d342e232a756c",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/38320686120"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.1.0",
      "date": "2026-10-12T23:15:54.000Z",
      "commit": "f94c416b9db9556be74d36ecab619a242edf43b2",
      "fileid": "https://r2.ropensci.org/c96b563c5f6e69244553fd791ddb6f7f61f2a017ef107f0ef982ad7b95585d7a",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/38320686120"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.1.0",
      "date": "2026-10-12T23:15:56.000Z",
      "commit": "f94c416b9db9556be74d36ecab619a242edf43b2",
      "fileid": "https://r2.ropensci.org/b5344d25da9c1c19e174e94197d3fb10323060326b901bd6b4685d5f12b6577c",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/38320686120"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.1.0",
      "date": "2026-10-12T23:16:08.000Z",
      "commit": "f94c416b9db9556be74d36ecab619a242edf43b2",
      "fileid": "https://r2.ropensci.org/6762258f6855b4984ae6034a9cb1a7f3120a57e12b3eca513212fd3cb2686ca2",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cranhaven/actions/runs/38320686120"
    }
  ]
}