{
  "_id": "6a1f2fe4b401979e73427654",
  "Package": "NSMM",
  "Type": "Package",
  "Title": "Non-Stationary Multivariate (Copula-Based) Framework,\nHydrological Applications",
  "Version": "0.1.2",
  "Authors@R": "c(person( given = \"Dorsaf\", ,family = \"Goutali\", \"dorsaf.goutali@inrs.ca\", role = c(\"aut\", \"cre\")),\nperson(given = \"Fateh\", ,family = \"Chebana\", \"fateh.chebana@inrs.ca\", role = \"aut\"))",
  "Description": "To account for non-stationary multivariate data, this\npackage implements the framework including copula and marginal\ndistributions. In addition to modeling and parameter\nestimations, it allows the computation and visualization of\nmultivariate quantile curves for given events. This package is\nuseful for a variety of disciplines such as finance,\nclimatology and particularly for hydrological applications,\nwhere dependence structures and marginal parameters may vary\nover time. This framework, based on Chebana & Ouarda (2021)\n<doi:10.1016/j.jhydrol.2020.125907>, integrates both\nmultivariate and non-stationary aspects to be more accurate\n(e.g. for risk assessment) and more realistic (e.g. considering\nclimate changes).",
  "License": "GPL (>= 3)",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "RoxygenNote": "7.3.2",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-15 09:00:50 UTC",
    "User": "root"
  },
  "Author": "Dorsaf Goutali [aut, cre], Fateh Chebana [aut]",
  "Maintainer": "Dorsaf Goutali <dorsaf.goutali@inrs.ca>",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2026-04-15 14:07:59 UTC",
  "RemoteUrl": "https://github.com/cran/NSMM",
  "RemoteRef": "HEAD",
  "RemoteSha": "7c7529454004bde50b3fd3fb809c80e0b96f7fe8",
  "MD5sum": "44bc4ef3c92404d3389aece7f5080423",
  "_user": "cran",
  "_type": "src",
  "_file": "NSMM_0.1.2.tar.gz",
  "_fileid": "8c3242e2ebd41582b3259ac37a6b829d77d5c8b8579c0c422e6ab6a4ae17eb48",
  "_filesize": 265050,
  "_sha256": "8c3242e2ebd41582b3259ac37a6b829d77d5c8b8579c0c422e6ab6a4ae17eb48",
  "_created": "2026-05-15T09:00:50.000Z",
  "_published": "2026-06-02T19:32:52.069Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79155374473,
      "time": 155,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7013632456"
    },
    {
      "job": 79155374529,
      "time": 154,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7013633626"
    },
    {
      "job": 79155373648,
      "time": 179,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7013588940"
    },
    {
      "job": 79155373328,
      "time": 120,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7367855003"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/25909353057",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/NSMM",
  "_commit": {
    "id": "7c7529454004bde50b3fd3fb809c80e0b96f7fe8",
    "author": "Dorsaf Goutali <dorsaf.goutali@inrs.ca>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.1.2\n",
    "time": 1776262079
  },
  "_maintainer": {
    "name": "Dorsaf Goutali",
    "email": "dorsaf.goutali@inrs.ca"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5",
      "role": "Depends"
    },
    {
      "package": "colorspace",
      "role": "Imports"
    },
    {
      "package": "copula",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "EnvStats",
      "role": "Imports"
    },
    {
      "package": "evd",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "openxlsx",
      "role": "Imports"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-16",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "0.1.2",
      "date": "2026-04-15"
    }
  ],
  "_stars": 0,
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 455,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/NSMM"
  },
  "_searchresults": 0,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NSMM.html",
    "manual.pdf"
  ],
  "_realowner": "cran",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.1.2",
      "date": "2026-04-15"
    }
  ],
  "_exports": [
    "claytonEstimation",
    "copulaNSestimation",
    "galambosEstimation",
    "gumbelEstimation",
    "huslerReissEstimation",
    "joeEstimation",
    "marginalNSestimation",
    "mqc",
    "NScopula",
    "NSmarginal",
    "quantilePlotNS"
  ],
  "_datasets": [
    {
      "name": "SampData",
      "title": "Synthetic Data",
      "object": "SampData",
      "class": [
        "matrix",
        "array"
      ],
      "fields": [
        "X",
        "Y"
      ],
      "rows": 50,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "claytonEstimation",
      "title": "Clayton Copula Fitting",
      "topics": [
        "claytonEstimation"
      ]
    },
    {
      "page": "copulaNSestimation",
      "title": "Copula Parameter Estimation",
      "topics": [
        "copulaNSestimation"
      ]
    },
    {
      "page": "galambosEstimation",
      "title": "Galambos Copula Fitting",
      "topics": [
        "galambosEstimation"
      ]
    },
    {
      "page": "gumbelEstimation",
      "title": "Gumbel Copula Fitting",
      "topics": [
        "gumbelEstimation"
      ]
    },
    {
      "page": "huslerReissEstimation",
      "title": "Hüsler-Reiss Copula Fitting",
      "topics": [
        "huslerReissEstimation"
      ]
    },
    {
      "page": "joeEstimation",
      "title": "Joe Copula Fitting",
      "topics": [
        "joeEstimation"
      ]
    },
    {
      "page": "marginalNSestimation",
      "title": "Marginal Distribution Estimation",
      "topics": [
        "marginalNSestimation"
      ]
    },
    {
      "page": "mqc",
      "title": "Multivariate Quantile Curve",
      "topics": [
        "mqc"
      ]
    },
    {
      "page": "NScopula",
      "title": "Non-stationary Copula Objects",
      "topics": [
        "NScopula"
      ]
    },
    {
      "page": "NSmarginal",
      "title": "Non-stationary Marginal Objects",
      "topics": [
        "NSmarginal"
      ]
    },
    {
      "page": "quantilePlotNS",
      "title": "Non-stationary Quantile Curve Plot",
      "topics": [
        "quantilePlotNS"
      ]
    },
    {
      "page": "SampData",
      "title": "Synthetic Data",
      "topics": [
        "SampData"
      ]
    }
  ],
  "_rundeps": [
    "ADGofTest",
    "cli",
    "cluster",
    "colorspace",
    "copula",
    "cpp11",
    "dplyr",
    "EnvStats",
    "evd",
    "farver",
    "generics",
    "ggplot2",
    "glue",
    "gsl",
    "gtable",
    "isoband",
    "labeling",
    "lattice",
    "lifecycle",
    "magrittr",
    "MASS",
    "Matrix",
    "mvtnorm",
    "nortest",
    "numDeriv",
    "openxlsx",
    "pcaPP",
    "pillar",
    "pkgconfig",
    "pspline",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "rlang",
    "S7",
    "scales",
    "stabledist",
    "stringi",
    "tibble",
    "tidyselect",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr",
    "zip"
  ],
  "_score": 1,
  "_indexed": true,
  "_nocasepkg": "nsmm",
  "_universes": [
    "cran"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.2",
      "date": "2026-05-15T09:03:00.000Z",
      "distro": "noble",
      "commit": "7c7529454004bde50b3fd3fb809c80e0b96f7fe8",
      "fileid": "7c905a78913a383449cd065ab891dc656337b5867c8eaaa1d3497aadefdba88a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/25909353057"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.2",
      "date": "2026-05-15T09:03:04.000Z",
      "distro": "noble",
      "commit": "7c7529454004bde50b3fd3fb809c80e0b96f7fe8",
      "fileid": "f376297e45e6cf936f18b2932a6f03d7cfdf27ef2fbde7f84fc954576a78bc57",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/25909353057"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.2",
      "date": "2026-06-02T19:32:37.000Z",
      "commit": "7c7529454004bde50b3fd3fb809c80e0b96f7fe8",
      "fileid": "e5ce75cf6766d636a6e6196a910ad2070f64aaae6137b16ab1c0a866a2098c2b",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/25909353057"
    }
  ]
}