{
  "_id": "6a5359e49b92047c28d58543",
  "Package": "fdaoutlier",
  "Title": "Outlier Detection Tools for Functional Data Analysis",
  "Version": "0.2.1",
  "Authors@R": "c(person(given = \"Oluwasegun Taiwo\",\nfamily = \"Ojo\",\nrole = c(\"aut\", \"cre\", \"cph\"),\nemail = \"seguntaiwoojo@gmail.com\",\ncomment = c(ORCID = \"0000-0001-9629-6990\")),\nperson(given = \"Rosa Elvira\",\nfamily = \"Lillo\",\nrole = c(\"aut\"),\nemail = \"lillo@est-econ.uc3m.es\"),\nperson(given = \"Antonio\",\nfamily = \"Fernandez Anta\",\nrole = c(\"aut\", \"fnd\"),\nemail = \"antonio.fernandez@imdea.org\"))",
  "Description": "A collection of functions for outlier detection in\nfunctional data analysis. Methods implemented include\ndirectional outlyingness by Dai and Genton (2019)\n<doi:10.1016/j.csda.2018.03.017>, MS-plot by Dai and Genton\n(2018) <doi:10.1080/10618600.2018.1473781>, total variation\ndepth and modified shape similarity index by Huang and Sun\n(2019) <doi:10.1080/00401706.2019.1574241>, and sequential\ntransformations by Dai et al. (2020)\n<doi:10.1016/j.csda.2020.106960 among others. Additional\noutlier detection tools and depths for functional data like\nfunctional boxplot, (modified) band depth etc., are also\navailable.",
  "License": "GPL-3",
  "URL": "https://github.com/otsegun/fdaoutlier",
  "BugReports": "https://github.com/otsegun/fdaoutlier/issues",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "RoxygenNote": "7.2.3",
  "Language": "en-US",
  "VignetteBuilder": "knitr",
  "Repository": "https://otsegun.r-universe.dev",
  "Date/Publication": "2023-10-11 12:12:11 UTC",
  "RemoteUrl": "https://github.com/otsegun/fdaoutlier",
  "RemoteRef": "HEAD",
  "RemoteSha": "c96c35b1a7623f3a77f3e700e3e920b2fc41946e",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-07-12 09:04:36 UTC",
    "User": "root"
  },
  "Author": "Oluwasegun Taiwo Ojo [aut, cre, cph] (ORCID:\n<https://orcid.org/0000-0001-9629-6990>),\nRosa Elvira Lillo [aut],\nAntonio Fernandez Anta [aut, fnd]",
  "Maintainer": "Oluwasegun Taiwo Ojo <seguntaiwoojo@gmail.com>",
  "_user": "otsegun",
  "_type": "src",
  "_file": "fdaoutlier_0.2.1.tar.gz",
  "_fileid": "https://r2.ropensci.org/4a34c940ceea71ae8085e288507b9db2c1c9d430d17b534cab4200f31947cc4a",
  "_filesize": 753950,
  "_sha256": "4a34c940ceea71ae8085e288507b9db2c1c9d430d17b534cab4200f31947cc4a",
  "_expires": "2026-10-20T09:09:54.000Z",
  "_created": "2026-07-12T09:04:36.000Z",
  "_published": "2026-07-12T09:09:56.361Z",
  "_jobs": [
    {
      "job": 86634522340,
      "time": 158,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "8258306799"
    },
    {
      "job": 86634522336,
      "time": 179,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "8258309355"
    },
    {
      "job": 86634522342,
      "time": 173,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8258308743"
    },
    {
      "job": 86634522358,
      "time": 168,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8258307672"
    },
    {
      "job": 86634522351,
      "time": 136,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "8258301161"
    },
    {
      "job": 86634522339,
      "time": 276,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "8258318561"
    },
    {
      "job": 86634522344,
      "time": 122,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8258299552"
    },
    {
      "job": 86634522346,
      "time": 228,
      "config": "macos-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8258313268"
    },
    {
      "job": 86634282455,
      "time": 187,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8258285087"
    },
    {
      "job": 86634522312,
      "time": 124,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "8258302006"
    },
    {
      "job": 86634522347,
      "time": 89,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "8258297650"
    },
    {
      "job": 86634522335,
      "time": 152,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "8258305571"
    },
    {
      "job": 86634522330,
      "time": 130,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8258302862"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/otsegun/actions/runs/29186784152",
  "_status": "success",
  "_upstream": "https://github.com/otsegun/fdaoutlier",
  "_commit": {
    "id": "c96c35b1a7623f3a77f3e700e3e920b2fc41946e",
    "author": "Oluwasegun Ojo <seguntaiwoojo@gmail.com>",
    "committer": "Oluwasegun Ojo <seguntaiwoojo@gmail.com>",
    "message": "prep for next release\n",
    "time": 1697026331
  },
  "_maintainer": {
    "name": "Oluwasegun Taiwo Ojo",
    "email": "seguntaiwoojo@gmail.com",
    "login": "otsegun",
    "linkedin": "in/otsegun",
    "description": "Interested in toptics at the intersection of Statistics, ML, and AI",
    "uuid": 10567033,
    "orcid": "0000-0001-9629-6990"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 2.10",
      "role": "Depends"
    },
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "version": ">= 2.1.0",
      "role": "Suggests"
    },
    {
      "package": "covr",
      "role": "Suggests"
    },
    {
      "package": "spelling",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "otsegun",
  "_selfowned": true,
  "_usedby": 1,
  "_updates": [],
  "_tags": [],
  "_topics": [
    "outlier-detection",
    "cpp"
  ],
  "_stars": 5,
  "_contributors": [
    {
      "user": "otsegun",
      "count": 113,
      "uuid": 10567033
    }
  ],
  "_userbio": {
    "uuid": 10567033,
    "type": "user",
    "name": "Oluwasegun Ojo",
    "followers": 17,
    "description": "Interested in toptics at the intersection of Statistics, ML, and AI"
  },
  "_downloads": {
    "count": 372,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/fdaoutlier"
  },
  "_devurl": "https://github.com/otsegun/fdaoutlier",
  "_searchresults": 58,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/fdaoutlier.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/otsegun/fdaoutlier",
  "_realowner": "otsegun",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2020-11-26"
    },
    {
      "version": "0.1.1",
      "date": "2020-11-28"
    },
    {
      "version": "0.2.0",
      "date": "2021-03-02"
    },
    {
      "version": "0.2.1",
      "date": "2023-10-01"
    }
  ],
  "_exports": [
    "band_depth",
    "dir_out",
    "directional_quantile",
    "extremal_depth",
    "extreme_rank_length",
    "functional_boxplot",
    "linfinity_depth",
    "modified_band_depth",
    "msplot",
    "muod",
    "projection_depth",
    "seq_transform",
    "simulation_model1",
    "simulation_model2",
    "simulation_model3",
    "simulation_model4",
    "simulation_model5",
    "simulation_model6",
    "simulation_model7",
    "simulation_model8",
    "simulation_model9",
    "total_variation_depth",
    "tvd_mss",
    "tvdmss"
  ],
  "_datasets": [
    {
      "name": "spanish_weather",
      "title": "Spanish Weather Data",
      "object": "spanish_weather",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "world_population",
      "title": "World Population Data by Countries",
      "object": "world_population",
      "class": [
        "matrix",
        "array"
      ],
      "fields": [
        "X1950",
        "X1951",
        "X1952",
        "X1953",
        "X1954",
        "X1955",
        "X1956",
        "X1957",
        "X1958",
        "X1959",
        "X1960",
        "X1961",
        "X1962",
        "X1963",
        "X1964",
        "X1965",
        "X1966",
        "X1967",
        "X1968",
        "X1969",
        "X1970",
        "X1971",
        "X1972",
        "X1973",
        "X1974",
        "X1975",
        "X1976",
        "X1977",
        "X1978",
        "X1979",
        "X1980",
        "X1981",
        "X1982",
        "X1983",
        "X1984",
        "X1985",
        "X1986",
        "X1987",
        "X1988",
        "X1989",
        "X1990",
        "X1991",
        "X1992",
        "X1993",
        "X1994",
        "X1995",
        "X1996",
        "X1997",
        "X1998",
        "X1999",
        "X2000",
        "X2001",
        "X2002",
        "X2003",
        "X2004",
        "X2005",
        "X2006",
        "X2007",
        "X2008",
        "X2009",
        "X2010"
      ],
      "rows": 105,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "band_depth",
      "title": "Compute the band depth for a sample of curves/observations.",
      "topics": [
        "band_depth"
      ]
    },
    {
      "page": "dir_out",
      "title": "Dai & Genton (2019) Directional outlyingness for univariate or multivariate functional data.",
      "topics": [
        "dir_out"
      ]
    },
    {
      "page": "directional_quantile",
      "title": "Compute directional quantile outlyingness for a sample of discretely observed curves",
      "topics": [
        "directional_quantile"
      ]
    },
    {
      "page": "extremal_depth",
      "title": "Compute extremal depth for functional data",
      "topics": [
        "extremal_depth"
      ]
    },
    {
      "page": "extreme_rank_length",
      "title": "Compute the Extreme Rank Length Depth.",
      "topics": [
        "extreme_rank_length"
      ]
    },
    {
      "page": "functional_boxplot",
      "title": "Functional Boxplot for a sample of functions.",
      "topics": [
        "functional_boxplot"
      ]
    },
    {
      "page": "hardin_factor_numeric",
      "title": "Compute F distribution factors for approximating the tail of the distribution of robust MCD distance.",
      "topics": [
        "hardin_factor_numeric"
      ]
    },
    {
      "page": "linfinity_depth",
      "title": "Compute the L-infinity depth of a sample of curves/functions.",
      "topics": [
        "linfinity_depth"
      ]
    },
    {
      "page": "modified_band_depth",
      "title": "Compute the modified band depth for a sample of curves/functions.",
      "topics": [
        "modified_band_depth"
      ]
    },
    {
      "page": "msplot",
      "title": "Outlier Detection using Magnitude-Shape Plot (MS-Plot) based on the directional outlyingness for functional data.",
      "topics": [
        "msplot"
      ]
    },
    {
      "page": "muod",
      "title": "Massive Unsupervised Outlier Detection (MUOD)",
      "topics": [
        "muod"
      ]
    },
    {
      "page": "plot_dtt",
      "title": "Plot Data from simulation models",
      "topics": [
        "plot_dtt"
      ]
    },
    {
      "page": "projection_depth",
      "title": "Random projection for multivariate data",
      "topics": [
        "projection_depth"
      ]
    },
    {
      "page": "seq_transform",
      "title": "Find and classify outliers functional outliers using Sequential Transformation",
      "topics": [
        "seq_transform"
      ]
    },
    {
      "page": "simulation_model1",
      "title": "Convenience function for generating functional data",
      "topics": [
        "simulation_model1"
      ]
    },
    {
      "page": "simulation_model2",
      "title": "Convenience function for generating functional data",
      "topics": [
        "simulation_model2"
      ]
    },
    {
      "page": "simulation_model3",
      "title": "Convenience function for generating functional data",
      "topics": [
        "simulation_model3"
      ]
    },
    {
      "page": "simulation_model4",
      "title": "Convenience function for generating functional data",
      "topics": [
        "simulation_model4"
      ]
    },
    {
      "page": "simulation_model5",
      "title": "Convenience function for generating functional data",
      "topics": [
        "simulation_model5"
      ]
    },
    {
      "page": "simulation_model6",
      "title": "Convenience function for generating functional data",
      "topics": [
        "simulation_model6"
      ]
    },
    {
      "page": "simulation_model7",
      "title": "Convenience function for generating functional data",
      "topics": [
        "simulation_model7"
      ]
    },
    {
      "page": "simulation_model8",
      "title": "Convenience function for generating functional data",
      "topics": [
        "simulation_model8"
      ]
    },
    {
      "page": "simulation_model9",
      "title": "Convenience function for generating functional data",
      "topics": [
        "simulation_model9"
      ]
    },
    {
      "page": "spanish_weather",
      "title": "Spanish Weather Data",
      "topics": [
        "spanish_weather"
      ]
    },
    {
      "page": "total_variation_depth",
      "title": "Total Variation Depth and Modified Shape Similarity Index",
      "topics": [
        "total_variation_depth"
      ]
    },
    {
      "page": "tvdmss",
      "title": "Outlier detection using the total variation depth and modified shape similarity index.",
      "topics": [
        "tvdmss",
        "tvd_mss"
      ]
    },
    {
      "page": "world_population",
      "title": "World Population Data by Countries",
      "topics": [
        "world_population"
      ]
    }
  ],
  "_readme": "https://github.com/otsegun/fdaoutlier/raw/HEAD/README.md",
  "_rundeps": [
    "MASS"
  ],
  "_sysdeps": [
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_vignettes": [
    {
      "source": "simulation_models.Rmd",
      "filename": "simulation_models.html",
      "title": "Simulation Models",
      "author": "Oluwasegun Ojo",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Model 1",
        "Model 2",
        "Model 3",
        "Model 4",
        "Model 5",
        "Model 6",
        "Model 7",
        "Model 8",
        "Model 9"
      ],
      "created": "2021-03-01 10:25:16",
      "modified": "2021-03-01 10:25:16",
      "commits": 1
    }
  ],
  "_score": 5.638489256954637,
  "_indexed": true,
  "_nocasepkg": "fdaoutlier",
  "_universes": [
    "otsegun"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.2.1",
      "date": "2026-07-12T09:07:23.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "c96c35b1a7623f3a77f3e700e3e920b2fc41946e",
      "fileid": "https://r2.ropensci.org/ef3b0ed48a3234e0a6851008c1c38e905ec62434c017e74c0085a3fdfaebb327",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/otsegun/actions/runs/29186784152"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.2.1",
      "date": "2026-07-12T09:07:34.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "c96c35b1a7623f3a77f3e700e3e920b2fc41946e",
      "fileid": "https://r2.ropensci.org/47ecd9a3be07c4f5d8977d6d73802b864d84427e9465848bce3732e23138b936",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/otsegun/actions/runs/29186784152"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.2.1",
      "date": "2026-07-12T09:07:34.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "c96c35b1a7623f3a77f3e700e3e920b2fc41946e",
      "fileid": "https://r2.ropensci.org/ec6936529348612a954ae6a0605ab951bef14f2602dbdd9c893e21619efa58b6",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/otsegun/actions/runs/29186784152"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.2.1",
      "date": "2026-07-12T09:07:27.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "c96c35b1a7623f3a77f3e700e3e920b2fc41946e",
      "fileid": "https://r2.ropensci.org/4408b2938c628a1b7d717d07eb384594ed03678759e2a0222420f9665bf45a30",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/otsegun/actions/runs/29186784152"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.2.1",
      "date": "2026-07-12T09:06:37.000Z",
      "arch": "aarch64",
      "commit": "c96c35b1a7623f3a77f3e700e3e920b2fc41946e",
      "fileid": "https://r2.ropensci.org/0546254cb7b4c1104c088d437bdb5f33af2a75890238645c2b6f2aa6bddd5e21",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/otsegun/actions/runs/29186784152"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.2.1",
      "date": "2026-07-12T09:08:30.000Z",
      "arch": "x86_64",
      "commit": "c96c35b1a7623f3a77f3e700e3e920b2fc41946e",
      "fileid": "https://r2.ropensci.org/82d7aca3d95f4063555af90216c7407f46da4c47949321ea835db39123f3857f",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/otsegun/actions/runs/29186784152"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.2.1",
      "date": "2026-07-12T09:06:32.000Z",
      "arch": "aarch64",
      "commit": "c96c35b1a7623f3a77f3e700e3e920b2fc41946e",
      "fileid": "https://r2.ropensci.org/aae02c1bde8ad9041a99efecb0b1a647009f0c18b35ff78be058ab701e264849",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/otsegun/actions/runs/29186784152"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.2.1",
      "date": "2026-07-12T09:07:45.000Z",
      "arch": "x86_64",
      "commit": "c96c35b1a7623f3a77f3e700e3e920b2fc41946e",
      "fileid": "https://r2.ropensci.org/727fa041f77e419214246d2c56f416a38433ac9d3838722cd780eccc2f69d0b2",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/otsegun/actions/runs/29186784152"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.2.1",
      "date": "2026-07-12T09:06:54.000Z",
      "arch": "emscripten",
      "commit": "c96c35b1a7623f3a77f3e700e3e920b2fc41946e",
      "fileid": "https://r2.ropensci.org/22333ee9ba64c4b2ae256d99e18f62e3f76cd7e5ba8dc13d2f631faf23a6163c",
      "status": "success",
      "buildurl": "https://github.com/r-universe/otsegun/actions/runs/29186784152"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.2.1",
      "date": "2026-07-12T09:05:53.000Z",
      "arch": "x86_64",
      "commit": "c96c35b1a7623f3a77f3e700e3e920b2fc41946e",
      "fileid": "https://r2.ropensci.org/54deff2eb70cb52129312f9a2c074ad61938d21bfff3469f004adaa69a413f57",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/otsegun/actions/runs/29186784152"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.2.1",
      "date": "2026-07-12T09:06:27.000Z",
      "arch": "x86_64",
      "commit": "c96c35b1a7623f3a77f3e700e3e920b2fc41946e",
      "fileid": "https://r2.ropensci.org/60ec2d557e506a3e6b36dc2853d10c952289c992611fd0db1078721d988aabfd",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/otsegun/actions/runs/29186784152"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.2.1",
      "date": "2026-07-12T09:06:15.000Z",
      "arch": "x86_64",
      "commit": "c96c35b1a7623f3a77f3e700e3e920b2fc41946e",
      "fileid": "https://r2.ropensci.org/037a45b58bfe61d3ed7a1782b39bcbd16a2db35050e3b9690fdf93831e85ecef",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/otsegun/actions/runs/29186784152"
    }
  ]
}