{
  "_id": "6a1ed950b401979e7340f309",
  "Package": "smacofx",
  "Title": "Flexible Multidimensional Scaling and 'smacof' Extensions",
  "Version": "1.23-0",
  "Authors@R": "c(\nperson(given=\"Thomas\", family=\"Rusch\", email=\"thomas.rusch@wu.ac.at\", role = c(\"aut\",\"cre\"), comment = c(ORCID = \"0000-0002-7773-2096\")),\nperson(given=\"Jan\",family=\"de Leeuw\", role = c(\"aut\")),\nperson(given=\"Lisha\",family=\"Chen\", role = \"aut\"),\nperson(\"Patrick\",\"Mair\",email=\"mair@fas.harvard.edu\",comment=c(ORCID=\"0000-0003-0100-6511\"),role=c(\"aut\")))",
  "Maintainer": "Thomas Rusch <thomas.rusch@wu.ac.at>",
  "Description": "Flexible multidimensional scaling (MDS) methods and\nextensions to the package 'smacof'. This package contains\nvarious functions, wrappers, methods and classes for fitting,\nplotting and displaying a large number of different flexible\nMDS models. These are: Torgerson scaling (Torgerson, 1958,\nISBN:978-0471879459) with powers, Sammon mapping (Sammon, 1969,\n<doi:10.1109/T-C.1969.222678>) with ratio and interval optimal\nscaling, Multiscale MDS (Ramsay, 1977,\n<doi:10.1007/BF02294052>) with ratio and interval optimal\nscaling, s-stress MDS (ALSCAL; Takane, Young & De Leeuw, 1977,\n<doi:10.1007/BF02293745>) with ratio and interval optimal\nscaling, elastic scaling (McGee, 1966,\n<doi:10.1111/j.2044-8317.1966.tb00367.x>) with ratio and\ninterval optimal scaling, r-stress MDS (De Leeuw, Groenen &\nMair, 2016, <https://rpubs.com/deleeuw/142619>) with ratio,\ninterval, splines and nonmetric optimal scaling, power-stress\nMDS (POST-MDS; Buja & Swayne, 2002\n<doi:10.1007/s00357-001-0031-0>) with ratio and interval\noptimal scaling, restricted power-stress (Rusch, Mair & Hornik,\n2021, <doi:10.1080/10618600.2020.1869027>) with ratio and\ninterval optimal scaling, approximate power-stress with ratio\noptimal scaling (Rusch, Mair & Hornik, 2021,\n<doi:10.1080/10618600.2020.1869027>), Box-Cox MDS (Chen & Buja,\n2013, <https://jmlr.org/papers/v14/chen13a.html>), local MDS\n(Chen & Buja, 2009, <doi:10.1198/jasa.2009.0111>), curvilinear\ncomponent analysis (Demartines & Herault, 1997,\n<doi:10.1109/72.554199>), curvilinear distance analysis (Lee,\nLendasse & Verleysen, 2004,\n<doi:10.1016/j.neucom.2004.01.007>), nonlinear MDS with optimal\ndissimilarity powers functions (De Leeuw, 2024,\n<https://github.com/deleeuw/smacofManual/blob/main/smacofPO(power)/smacofPO.pdf>),\nsparsified (power) MDS and sparsified multidimensional (power)\ndistance analysis aka extended curvilinear (power) component\nanalysis and extended curvilinear (power) distance analysis\n(Rusch, 2024,\n<doi:10.57938/355bf835-ddb7-42f4-8b85-129799fc240e>). Some\nfunctions are suitably flexible to allow any other sensible\ncombination of explicit power transformations for weights,\ndistances and input proximities with implicit ratio, interval,\nsplines or nonmetric optimal scaling of the input proximities.\nMost functions use a Majorization-Minimization algorithm.\nCurrently the methods are only available for one-mode two-way\ndata (symmetric dissimilarity matrices).",
  "License": "GPL-2 | GPL-3",
  "LazyData": "true",
  "URL": "https://r-forge.r-project.org/projects/stops/",
  "BugReports": "https://r-forge.r-project.org/tracker/?atid=5375&group_id=2037&func=browse",
  "RoxygenNote": "7.3.2",
  "Encoding": "UTF-8",
  "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev libssl-dev\nlibx11-dev zlib1g-dev",
  "Repository": "https://r-forge.r-universe.dev",
  "Date/Publication": "2026-01-18 13:38:14 UTC",
  "RemoteUrl": "https://github.com/r-forge/stops",
  "RemoteRef": "HEAD",
  "RemoteSha": "a51c031eed4408589a889df5bd68990edba5c9a8",
  "RemoteSubdir": "pkg/smacofx",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-20 09:28:25 UTC",
    "User": "root"
  },
  "Author": "Thomas Rusch [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-7773-2096>),\nJan de Leeuw [aut],\nLisha Chen [aut],\nPatrick Mair [aut] (ORCID: <https://orcid.org/0000-0003-0100-6511>)",
  "MD5sum": "f3efcccdb71deca86761f202a4e79278",
  "_user": "r-forge",
  "_type": "src",
  "_file": "smacofx_1.23-0.tar.gz",
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  "_filesize": 561634,
  "_sha256": "921fafb02409d033f0cadec606b755503d796f3bf74230fcb6397fc21e07d3af",
  "_created": "2026-05-20T09:28:25.000Z",
  "_published": "2026-06-02T13:23:28.060Z",
  "_distro": "noble",
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  "_buildurl": "https://github.com/r-universe/r-forge/actions/runs/26153635246",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/r-forge/stops",
  "_commit": {
    "id": "a51c031eed4408589a889df5bd68990edba5c9a8",
    "author": "trusch (Thomas Rusch) <thomas.rusch@wu-wien.ac.at>",
    "committer": "trusch (Thomas Rusch) <thomas.rusch@wu-wien.ac.at>",
    "message": "update HP\n\ngit-svn-id: svn://svn.r-forge.r-project.org/svnroot/stops@539 edb9625f-4e0d-4859-8d74-9fd3b1da38cb\n",
    "time": 1768743494
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  "_maintainer": {
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    "email": "thomas.rusch@wu.ac.at",
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  "_dependencies": [
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      "version": ">= 3.5.0",
      "role": "Depends"
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    {
      "package": "smacof",
      "version": ">= 1.10-4",
      "role": "Depends"
    },
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "minqa",
      "role": "Imports"
    },
    {
      "package": "plotrix",
      "role": "Imports"
    },
    {
      "package": "ProjectionBasedClustering",
      "role": "Imports"
    },
    {
      "package": "weights",
      "role": "Imports"
    },
    {
      "package": "vegan",
      "role": "Imports"
    }
  ],
  "_owner": "r-forge",
  "_selfowned": true,
  "_usedby": 2,
  "_updates": [
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  "_tags": [],
  "_stars": 1,
  "_contributors": [
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    "name": " R-Forge",
    "description": "git-svn mirrors from R-Forge"
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  "_downloads": {
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    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/smacofx"
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  "_devurl": "https://github.com/r-forge/stops",
  "_searchresults": 1,
  "_rbuild": "4.6.0",
  "_assets": [
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    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/smacofx.html",
    "manual.pdf"
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  "_homeurl": "https://github.com/r-forge/stops",
  "_realowner": "r-forge",
  "_cranurl": true,
  "_releases": [
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      "date": "2023-08-17"
    },
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      "version": "1.5-3",
      "date": "2024-06-19"
    },
    {
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  "_exports": [
    "alignplot",
    "alscal",
    "apostmds",
    "apowerstressMin",
    "apstressmds",
    "apstressMin",
    "apStressMin",
    "bcmds",
    "bcsdistance",
    "clca",
    "clda",
    "cmdscale",
    "conf_adjust",
    "eclca",
    "eCLCA",
    "eclda",
    "eCLDA",
    "eclpca",
    "eCLPCA",
    "eclpda",
    "eCLPDA",
    "elscal",
    "icExploreGen",
    "lmds",
    "multiscale",
    "multistart",
    "opmds",
    "postmds",
    "powerStressFast",
    "powerstressMin",
    "powerStressMin",
    "pstressmds",
    "pstressMin",
    "pStressMin",
    "rpostmds",
    "rpowerstressMin",
    "rpowerStressMin",
    "rpstressmds",
    "rpstressMin",
    "rpStressMin",
    "rstress",
    "rstressmds",
    "rstressMin",
    "rStressMin",
    "sammon",
    "sammonmap",
    "smdda",
    "smds",
    "so_eclca",
    "so_eCLCA",
    "so_eclda",
    "so_eCLDA",
    "so_eclpca",
    "so_eCLPCA",
    "so_eclpda",
    "so_eCLPDA",
    "so_smdda",
    "so_smds",
    "so_spmdda",
    "so_spmds",
    "spmdda",
    "spmds",
    "spp"
  ],
  "_datasets": [
    {
      "name": "BankingCrisesDistances",
      "title": "Banking Crises Distances",
      "object": "BankingCrisesDistances",
      "class": [
        "matrix",
        "array"
      ],
      "fields": [
        "Algeria",
        "Angola",
        "Argentina",
        "Australia",
        "Austria",
        "Belgium",
        "Bolivia",
        "Brazil",
        "Canada",
        "CentralAfricanRep",
        "Chile",
        "China",
        "Colombia",
        "CostaRica",
        "CoteDIvoire",
        "Denmark",
        "DominicanRepublic",
        "Ecuador",
        "Egypt",
        "ElSalvador",
        "Finland",
        "France",
        "Germany",
        "Ghana",
        "Guatemala",
        "Honduras",
        "Hun/Gre",
        "Iceland",
        "India",
        "Indonesia",
        "Ireland",
        "Italy",
        "Japan",
        "Kenya",
        "Korea",
        "Malaysia",
        "Mauritius",
        "Mexico",
        "Morocco",
        "Myanmar",
        "Netherlands",
        "NewZealand",
        "Nicaragua",
        "Nigeria",
        "Norway",
        "Panama",
        "Paraguay",
        "Peru",
        "Philippines",
        "Poland",
        "Portugal",
        "Romania",
        "Russia",
        "Singapore",
        "SouthAfrica",
        "Spain",
        "SriLanka",
        "Sweden",
        "Switzerland",
        "Taiwan",
        "Thailand",
        "Tunisia",
        "Turkey",
        "UK",
        "Uruguay",
        "US",
        "Venezuela",
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        "richpoor"
      ],
      "rows": 69,
      "table": true,
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    },
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      "rows": 500,
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  ],
  "_help": [
    {
      "page": "alscal",
      "title": "ALSCAL - MDS via S-Stress Minimization",
      "topics": [
        "alscal"
      ]
    },
    {
      "page": "apStressMin",
      "title": "Approximate Power Stress MDS",
      "topics": [
        "apostmds",
        "apowerstressMin",
        "apstressmds",
        "apStressMin",
        "apstressMin"
      ]
    },
    {
      "page": "BankingCrisesDistances",
      "title": "Banking Crises Distances",
      "topics": [
        "BankingCrisesDistances"
      ]
    },
    {
      "page": "bcmds",
      "title": "Box-Cox MDS",
      "topics": [
        "bcmds",
        "bcStressMin",
        "bcstressMin",
        "boxcoxmds"
      ]
    },
    {
      "page": "bcsdistance",
      "title": "Calculates the blended Chi-square distance matrix between n vectors",
      "topics": [
        "bcsdistance"
      ]
    },
    {
      "page": "biplotmds.smacofP",
      "title": "S3 method for smacofP objects",
      "topics": [
        "biplotmds.smacofP"
      ]
    },
    {
      "page": "bootmds.smacofP",
      "title": "MDS Bootstrap for smacofP objects",
      "topics": [
        "bootmds.smacofP"
      ]
    },
    {
      "page": "cmds",
      "title": "Classical Scaling",
      "topics": [
        "cmds"
      ]
    },
    {
      "page": "cmdscale",
      "title": "Wrapper to 'cmdscale' for S3 class",
      "topics": [
        "cmdscale"
      ]
    },
    {
      "page": "conf_adjust",
      "title": "conf_adjust: a function to procrustes adjust two matrices",
      "topics": [
        "conf_adjust"
      ]
    },
    {
      "page": "doubleCenter",
      "title": "Double centering of a matrix",
      "topics": [
        "doubleCenter"
      ]
    },
    {
      "page": "elscal",
      "title": "Elastic Scaling SMACOF",
      "topics": [
        "elscal"
      ]
    },
    {
      "page": "enorm",
      "title": "Explicit Normalization Normalizes distances",
      "topics": [
        "enorm"
      ]
    },
    {
      "page": "icExploreGen",
      "title": "Exploring initial configurations in an agnostic way",
      "topics": [
        "icExploreGen"
      ]
    },
    {
      "page": "jackmds.smacofP",
      "title": "MDS Jackknife for smacofP objects",
      "topics": [
        "jackmds.smacofP"
      ]
    },
    {
      "page": "lmds",
      "title": "Local MDS",
      "topics": [
        "lmds"
      ]
    },
    {
      "page": "mkBmat",
      "title": "Auxfunction1",
      "topics": [
        "mkBmat"
      ]
    },
    {
      "page": "mkPower",
      "title": "Take matrix to a power",
      "topics": [
        "mkPower"
      ]
    },
    {
      "page": "multiscale",
      "title": "Multiscale SMACOF",
      "topics": [
        "multiscale"
      ]
    },
    {
      "page": "multistart",
      "title": "Multistart MDS function",
      "topics": [
        "multistart"
      ]
    },
    {
      "page": "pdist",
      "title": "Squared p-distances",
      "topics": [
        "pdist"
      ]
    },
    {
      "page": "permtest.smacofP",
      "title": "Permutation test for smacofP objects",
      "topics": [
        "permtest.smacofP"
      ]
    },
    {
      "page": "plot.smacofP",
      "title": "S3 plot method for smacofP objects",
      "topics": [
        "plot.smacofP"
      ]
    },
    {
      "page": "powerStressFast",
      "title": "Power stress minimization by NEWUOA (nloptr)",
      "topics": [
        "powerStressFast"
      ]
    },
    {
      "page": "powerStressMin",
      "title": "Power Stress SMACOF",
      "topics": [
        "postmds",
        "powerStressMin",
        "powerstressMin",
        "pstressmds",
        "pStressMin",
        "pstressMin"
      ]
    },
    {
      "page": "procruster",
      "title": "procruster: a procrustes function",
      "topics": [
        "procruster"
      ]
    },
    {
      "page": "rpowerStressMin",
      "title": "Restricted Power Stress SMACOF",
      "topics": [
        "rpostmds",
        "rpowerStressMin",
        "rpowerstressMin",
        "rpstressmds",
        "rpStressMin",
        "rpstressMin"
      ]
    },
    {
      "page": "rStressMin",
      "title": "R stress SMACOF",
      "topics": [
        "rstress",
        "rstressmds",
        "rStressMin",
        "rstressMin"
      ]
    },
    {
      "page": "sammon",
      "title": "Wrapper to 'sammon' for S3 class",
      "topics": [
        "sammon"
      ]
    },
    {
      "page": "sammonmap",
      "title": "Sammon Mapping SMACOF",
      "topics": [
        "sammonmap"
      ]
    },
    {
      "page": "scale_adjust",
      "title": "Adjusts a configuration",
      "topics": [
        "scale_adjust"
      ]
    },
    {
      "page": "secularEq",
      "title": "Secular Equation",
      "topics": [
        "secularEq"
      ]
    },
    {
      "page": "spp",
      "title": "Calculating stress per point",
      "topics": [
        "spp"
      ]
    },
    {
      "page": "sqdist",
      "title": "Squared distances",
      "topics": [
        "sqdist"
      ]
    }
  ],
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    "base64enc",
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