{
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  "Package": "MOSAlloc",
  "Title": "Constraint Multiobjective Sample Allocation",
  "Version": "1.2.5",
  "Authors@R": "c(person(given = \"Felix\",\nfamily = \"Willems\",\nrole = c(\"aut\", \"cre\"),\nemail = \"mail.willemsf+MOSAlloc@gmail.com\",\ncomment = c(ORCID = \"0009-0005-2987-5825\")),\nperson(given = \"Ralf\",\nfamily = \"Münnich\",\nrole = c(\"ths\"),\ncomment = c(ORCID = \"0000-0001-8285-5667\"),\nemail = \"\")\n)",
  "Description": "Provides a framework for multipurpose optimal resource\nallocation in survey sampling, extending the classical optimal\nallocation principles introduced by Tschuprow (1923) and Neyman\n(1934) to multidomain and multivariate allocation problems. The\nprimary method mosalloc() allows for the consideration of\nprecision and cost constraints at the subpopulation level while\nminimizing either a vector of sampling errors or survey costs\nacross a broad range of optimal sample allocation problems. The\napproach supports both single- and multistage designs. For\nsingle-stage stratified random sampling, the mosallocSTRS()\nfunction offers a user- friendly interface. Sensitivity\nanalysis is supported through the problem's dual variables,\nwhich are naturally obtained via the internal use of the\nEmbedded Conic Solver from the 'ECOSolveR' package. See Willems\n(2025, <doi:10.25353/ubtr-9200-484c-5c89>) for a detailed\ndescription of the theory behind 'MOSAlloc'.",
  "License": "GPL (>= 3)",
  "URL": "https://gitlab.com/willemsf/mosalloc",
  "BugReports": "https://gitlab.com/willemsf/mosalloc/-/issues",
  "Encoding": "UTF-8",
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  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-15 08:22:33 UTC",
    "User": "root"
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  "Maintainer": "Felix Willems <mail.willemsf+MOSAlloc@gmail.com>",
  "Config/testthat/edition": "3",
  "Author": "Felix Willems [aut, cre] (ORCID:\n<https://orcid.org/0009-0005-2987-5825>), Ralf Münnich [ths]\n(ORCID: <https://orcid.org/0000-0001-8285-5667>)",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2026-02-14 14:40:41 UTC",
  "RemoteUrl": "https://github.com/cran/MOSAlloc",
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    "name": "Felix Willems",
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    "constructArestrSTRS",
    "constructCrestrSTRS",
    "constructDobjCostSTRS",
    "constructDobjPrecisionSTRS",
    "mosalloc",
    "mosallocStepwiseFirst",
    "mosallocSTRS"
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    {
      "page": "constructArestrSTRS",
      "title": "Constructor for precision constraints",
      "topics": [
        "constructArestrSTRS"
      ]
    },
    {
      "page": "constructCrestrSTRS",
      "title": "Constructor for cost constraints",
      "topics": [
        "constructCrestrSTRS"
      ]
    },
    {
      "page": "constructDobjCostSTRS",
      "title": "Constructor for cost objective components",
      "topics": [
        "constructDobjCostSTRS"
      ]
    },
    {
      "page": "constructDobjPrecisionSTRS",
      "title": "Constructor for precision objective components",
      "topics": [
        "constructDobjPrecisionSTRS"
      ]
    },
    {
      "page": "mosalloc",
      "title": "Multiobjective sample allocation for constraint multivariate and multidomain optimal allocation in survey sampling",
      "topics": [
        "mosalloc"
      ]
    },
    {
      "page": "mosallocStepwiseFirst",
      "title": "Multiobjective sample allocation for constraint multivariate and multidomain optimal allocation in survey sampling (a stepwise optimality procedure is processed first to force Pareto optimality of the solution)",
      "topics": [
        "mosallocStepwiseFirst"
      ]
    },
    {
      "page": "mosallocSTRS",
      "title": "(Single-stage) stratified random sampling interface for functions 'mosalloc()' and 'mosallocStepwiseFirst()'",
      "topics": [
        "mosallocSTRS"
      ]
    },
    {
      "page": "print.summary.mosaSTRS",
      "title": "Print a summary.mosaSTRS object",
      "topics": [
        "print.summary.mosaSTRS"
      ]
    },
    {
      "page": "summary.mosaSTRS",
      "title": "Summary a mosaSTRS object",
      "topics": [
        "summary.mosaSTRS"
      ]
    }
  ],
  "_readme": "https://github.com/cran/MOSAlloc/raw/HEAD/README.md",
  "_rundeps": [
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    "ECOSolveR",
    "lattice",
    "Matrix"
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  "_nocasepkg": "mosalloc",
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