{
  "_id": "6a102140acfb0bcc41c8c062",
  "Package": "MNM",
  "Type": "Package",
  "Title": "Multivariate Nonparametric Methods. An Approach Based on Spatial\nSigns and Ranks",
  "Version": "1.0-4",
  "Date": "2023-11-29",
  "Authors@R": "c(person(\"Klaus\", \"Nordhausen\",\nemail = \"klausnordhausenR@gmail.com\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-3758-8501\")),\nperson(\"Jyrki\", \"Mottonen\",\nrole = c(\"aut\"),\ncomment = c(ORCID = \"0000-0002-6270-2556\")),\nperson(\"Hannu\", \"Oja\",\nrole = c(\"aut\"),\ncomment = c(ORCID = \"0000-0002-4945-5976\")))",
  "Author": "Klaus Nordhausen [aut, cre]\n(<https://orcid.org/0000-0002-3758-8501>), Jyrki Mottonen [aut]\n(<https://orcid.org/0000-0002-6270-2556>), Hannu Oja [aut]\n(<https://orcid.org/0000-0002-4945-5976>)",
  "Maintainer": "Klaus Nordhausen <klausnordhausenR@gmail.com>",
  "Description": "Multivariate tests, estimates and methods based on the\nidentity score, spatial sign score and spatial rank score are\nprovided. The methods include one and c-sample problems, shape\nestimation and testing, linear regression and principal\ncomponents. The methodology is described in Oja (2010)\n<doi:10.1007/978-1-4419-0468-3> and Nordhausen and Oja (2011)\n<doi:10.18637/jss.v043.i05>.",
  "License": "GPL (>= 2)",
  "LazyLoad": "yes",
  "Encoding": "UTF-8",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-14 05:43:20 UTC",
    "User": "root"
  },
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2023-11-30 02:38:26 UTC",
  "RemoteUrl": "https://github.com/cran/MNM",
  "RemoteRef": "HEAD",
  "RemoteSha": "d718d210266156748e5f1bb6250234c7edf6b598",
  "MD5sum": "4d819075f13457745a783f6e600dcb16",
  "_user": "cran",
  "_type": "src",
  "_file": "MNM_1.0-4.tar.gz",
  "_fileid": "658ae27d11da4d2135197f8d2f854d9378ab0c9d54fb83ebe77b7968b7ade8f1",
  "_filesize": 305273,
  "_sha256": "658ae27d11da4d2135197f8d2f854d9378ab0c9d54fb83ebe77b7968b7ade8f1",
  "_created": "2026-05-14T05:43:20.000Z",
  "_published": "2026-05-22T09:26:24.859Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77352483770,
      "time": 147,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "6988008891"
    },
    {
      "job": 77352483859,
      "time": 146,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6988008711"
    },
    {
      "job": 77352483434,
      "time": 175,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6987979657"
    },
    {
      "job": 77352483279,
      "time": 102,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7157230259"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/25843946521",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/MNM",
  "_commit": {
    "id": "d718d210266156748e5f1bb6250234c7edf6b598",
    "author": "Klaus Nordhausen <klausnordhausenR@gmail.com>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.0-4\n",
    "time": 1701311906
  },
  "_maintainer": {
    "name": "Klaus Nordhausen",
    "email": "klausnordhausenr@gmail.com",
    "orcid": "0000-0002-3758-8501"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 2.9.2",
      "role": "Depends"
    },
    {
      "package": "ICSNP",
      "role": "Depends"
    },
    {
      "package": "SpatialNP",
      "role": "Depends"
    },
    {
      "package": "ellipse",
      "role": "Imports"
    },
    {
      "package": "ICS",
      "role": "Imports"
    },
    {
      "package": "gamlss",
      "role": "Suggests"
    },
    {
      "package": "mvtnorm",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 1,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "klauschn",
      "count": 1,
      "uuid": 65759106
    }
  ],
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 248,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/MNM"
  },
  "_mentions": 10,
  "_searchresults": 25,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/MNM.html",
    "manual.pdf"
  ],
  "_realowner": "cran",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.95-0",
      "date": "2009-11-09"
    },
    {
      "version": "0.95-1",
      "date": "2009-12-11"
    },
    {
      "version": "0.95-2",
      "date": "2011-05-18"
    },
    {
      "version": "0.95-3",
      "date": "2011-06-15"
    },
    {
      "version": "1.0-0",
      "date": "2011-07-18"
    },
    {
      "version": "1.0-1",
      "date": "2015-01-09"
    },
    {
      "version": "1.0-2",
      "date": "2016-06-29"
    },
    {
      "version": "1.0-3",
      "date": "2018-03-03"
    },
    {
      "version": "1.0-4",
      "date": "2023-11-29"
    }
  ],
  "_exports": [
    "affine.trans",
    "mv.1sample.est",
    "mv.1sample.test",
    "mv.2sample.est",
    "mv.2way.est",
    "mv.2way.test",
    "mv.Csample.test",
    "mv.ind.test",
    "mv.l1lm",
    "mv.shape.est",
    "mv.shape.test",
    "mvPCA",
    "pairs2",
    "plotMvloc",
    "plotShape",
    "rmvpowerexp",
    "runifsphere",
    "spatial.sign2"
  ],
  "_datasets": [
    {
      "name": "beans",
      "title": "Randomized Block Experiment of Plots of Beans",
      "object": "beans",
      "file": "beans.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Block",
        "Treatment",
        "y1",
        "y2",
        "y3"
      ],
      "rows": 24,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "MNM-package",
      "title": "Multivariate Nonparametric Methods. An Approach Based on Spatial Signs and Ranks",
      "topics": [
        "MNM-package",
        "MNM"
      ]
    },
    {
      "page": "affine.trans",
      "title": "Function For Affine Data Transformation",
      "topics": [
        "affine.trans"
      ]
    },
    {
      "page": "anova.mvl1lm",
      "title": "Comparisons between Multivariate Linear Models",
      "topics": [
        "anova.mvl1lm"
      ]
    },
    {
      "page": "beans",
      "title": "Randomized Block Experiment of Plots of Beans",
      "topics": [
        "beans"
      ]
    },
    {
      "page": "coef.mvl1lm",
      "title": "Coefficients of an mvl1lm Object",
      "topics": [
        "coef.mvl1lm"
      ]
    },
    {
      "page": "fitted.mvl1lm",
      "title": "Fitted Values of an mvl1lm Object",
      "topics": [
        "fitted.mvl1lm"
      ]
    },
    {
      "page": "mv.1sample.est",
      "title": "Multivariate One Sample Location Estimates",
      "topics": [
        "mv.1sample.est"
      ]
    },
    {
      "page": "mv.1sample.test",
      "title": "Multivariate Location Tests",
      "topics": [
        "mv.1sample.test"
      ]
    },
    {
      "page": "mv.2sample.est",
      "title": "Multivariate Two Sample Shift Estimates",
      "topics": [
        "mv.2sample.est"
      ]
    },
    {
      "page": "mv.2way.est",
      "title": "Treatment Effect Estimates in the Randomized Complete Block Case",
      "topics": [
        "mv.2way.est"
      ]
    },
    {
      "page": "mv.2way.test",
      "title": "Randomized Complete Block Design.",
      "topics": [
        "mv.2way.test"
      ]
    },
    {
      "page": "mv.Csample.test",
      "title": "C Sample Test of Location",
      "topics": [
        "mv.Csample.test"
      ]
    },
    {
      "page": "mv.ind.test",
      "title": "Independence Test",
      "topics": [
        "mv.ind.test"
      ]
    },
    {
      "page": "mv.l1lm",
      "title": "Linear Regression Based on Identity, Spatial Sign or Spatial Rank Scores",
      "topics": [
        "mv.l1lm"
      ]
    },
    {
      "page": "mv.shape.est",
      "title": "Shape Matrices",
      "topics": [
        "mv.shape.est"
      ]
    },
    {
      "page": "mv.shape.test",
      "title": "Test for Sphericity",
      "topics": [
        "mv.shape.test"
      ]
    },
    {
      "page": "mvPCA",
      "title": "Principal Component Analysis",
      "topics": [
        "mvPCA"
      ]
    },
    {
      "page": "pairs2",
      "title": "Plotting two numeric matrices",
      "topics": [
        "pairs2"
      ]
    },
    {
      "page": "plot.mvl1lm",
      "title": "Residual Plot for an mvl1lm Object",
      "topics": [
        "plot.mvl1lm"
      ]
    },
    {
      "page": "plot.mvloc",
      "title": "Plotting Method for mvloc Objects",
      "topics": [
        "plot.mvloc"
      ]
    },
    {
      "page": "plotMvloc",
      "title": "Function to Plot Multivariate Location Estimates and Their Confidence Ellipsoids.",
      "topics": [
        "plotMvloc"
      ]
    },
    {
      "page": "plotShape",
      "title": "Pairwise Scatterplot Matrix of Shape Matrices",
      "topics": [
        "plotShape"
      ]
    },
    {
      "page": "predict.mvl1lm",
      "title": "Predicted Values Based on a Model Fitted by mv.l1lm",
      "topics": [
        "predict.mvl1lm"
      ]
    },
    {
      "page": "predict.mvPCA",
      "title": "Prediction Method for a Principal Component Object of Type mvPCA",
      "topics": [
        "predict.mvPCA"
      ]
    },
    {
      "page": "print.anovamvl1lm",
      "title": "Printing an Object of Class anovamvl1lm",
      "topics": [
        "print.anovamvl1lm"
      ]
    },
    {
      "page": "print.mvcloc",
      "title": "Printing an 'mvcloc' Object",
      "topics": [
        "print.mvcloc"
      ]
    },
    {
      "page": "print.mvl1lm",
      "title": "Printing an mvl1lm Object",
      "topics": [
        "print.mvl1lm"
      ]
    },
    {
      "page": "print.mvloc",
      "title": "Printing an 'mvloc' Object",
      "topics": [
        "print.mvloc"
      ]
    },
    {
      "page": "print.mvPCA",
      "title": "Printing Method for a Principal Component Object of Type mvPCA",
      "topics": [
        "print.mvPCA"
      ]
    },
    {
      "page": "residuals.mvl1lm",
      "title": "Residuals of an mvl1lm Object",
      "topics": [
        "residuals.mvl1lm"
      ]
    },
    {
      "page": "rmvpowerexp",
      "title": "Random Samples From a Power Exponential Distributions",
      "topics": [
        "rmvpowerexp"
      ]
    },
    {
      "page": "runifsphere",
      "title": "Random Samples From the Unit Sphere",
      "topics": [
        "runifsphere"
      ]
    },
    {
      "page": "screeplot.mvPCA",
      "title": "Plotting Method for a Principal Component Object of Type mvPCA",
      "topics": [
        "plot.mvPCA",
        "screeplot.mvPCA"
      ]
    },
    {
      "page": "spatial.sign2",
      "title": "Spatial Signs",
      "topics": [
        "spatial.sign2"
      ]
    },
    {
      "page": "summary.mvcloc",
      "title": "Summarizing an 'mvcloc' Object",
      "topics": [
        "summary.mvcloc"
      ]
    },
    {
      "page": "summary.mvl1lm",
      "title": "Summary for an mvl1lm Object",
      "topics": [
        "summary.mvl1lm"
      ]
    },
    {
      "page": "summary.mvloc",
      "title": "Summarizing an 'mvloc' Object",
      "topics": [
        "summary.mvloc"
      ]
    },
    {
      "page": "summary.mvPCA",
      "title": "Summary for an object of class mvPCA.",
      "topics": [
        "print.summary.mvPCA",
        "summary.mvPCA"
      ]
    },
    {
      "page": "vcov.mvl1lm",
      "title": "Variance-Covariance Matrix of an mvl1lm Object",
      "topics": [
        "vcov.mvl1lm"
      ]
    }
  ],
  "_rundeps": [
    "DBI",
    "ellipse",
    "ICS",
    "ICSNP",
    "lattice",
    "Matrix",
    "minqa",
    "mitools",
    "mvtnorm",
    "numDeriv",
    "Rcpp",
    "RcppArmadillo",
    "SpatialNP",
    "survey",
    "survival"
  ],
  "_score": 2.8750612633917,
  "_indexed": true,
  "_nocasepkg": "mnm",
  "_universes": [
    "cran"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0-4",
      "date": "2026-05-14T05:45:17.000Z",
      "distro": "noble",
      "commit": "d718d210266156748e5f1bb6250234c7edf6b598",
      "fileid": "8bfc3054a03fe54ab48c7c3e7f6ead16e62b58c78293a3315426b028477eddc2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/25843946521"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.0-4",
      "date": "2026-05-14T05:45:15.000Z",
      "distro": "noble",
      "commit": "d718d210266156748e5f1bb6250234c7edf6b598",
      "fileid": "b6c3a89dac3ea137c13dc7e98b9bf6a3066d820fcf0be84cf19c486b3f70fdb3",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/25843946521"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0-4",
      "date": "2026-05-22T09:26:11.000Z",
      "commit": "d718d210266156748e5f1bb6250234c7edf6b598",
      "fileid": "3fdff36f768e42c96028d0a8049e4f3a1e5c6039b30286034c070e3c428e63bc",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/25843946521"
    }
  ]
}