{
  "_id": "6a1c0e991d7bb097a0a2de66",
  "Package": "RealVAMS",
  "Type": "Package",
  "Title": "Multivariate VAM Fitting",
  "Version": "0.4-6",
  "Date": "2024-04-05",
  "Authors@R": "c(person(given = c(\"Andrew\"),\nfamily = \"Karl\",\nemail=\"akarl@asu.edu\",\nrole = c(\"cre\", \"aut\"),\ncomment = c(ORCID = \"0000-0002-5933-8706\")),\nperson(given = \"Jennifer\",\nfamily = \"Broatch\",\nrole = c( \"aut\"),\n),\nperson(given = \"Jennifer\",\nfamily = \"Green\",\nrole = c( \"aut\"),\n))",
  "Description": "Fits a multivariate value-added model (VAM), see Broatch,\nGreen, and Karl (2018) <doi:10.32614/RJ-2018-033> and Broatch\nand Lohr (2012) <doi:10.3102/1076998610396900>, with normally\ndistributed test scores and a binary outcome indicator. A\npseudo-likelihood approach, Wolfinger (1993)\n<doi:10.1080/00949659308811554>, is used for the estimation of\nthis joint generalized linear mixed model.  The inner loop of\nthe pseudo-likelihood routine (estimation of a linear mixed\nmodel) occurs in the framework of the EM algorithm presented by\nKarl, Yang, and Lohr (2013) <DOI:10.1016/j.csda.2012.10.004>.\nThis material is based upon work supported by the National\nScience Foundation under grants DRL-1336027 and DRL-1336265.",
  "License": "GPL-2",
  "LazyData": "yes",
  "ByteCompile": "yes",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-05-31 10:26:40 UTC",
    "User": "root"
  },
  "Author": "Andrew Karl [cre, aut]\n(<https://orcid.org/0000-0002-5933-8706>), Jennifer Broatch\n[aut], Jennifer Green [aut]",
  "Maintainer": "Andrew Karl <akarl@asu.edu>",
  "Repository": "https://akarl46556.r-universe.dev",
  "Date/Publication": "2024-04-06 02:30:22 UTC",
  "RemoteUrl": "https://github.com/cran/RealVAMS",
  "RemoteRef": "HEAD",
  "RemoteSha": "2bc4b0db2619ef6f07b0b328e9070b82f7f0fd9c",
  "MD5sum": "22d887384de47f6ffa7565e6c068ac52",
  "_user": "akarl46556",
  "_type": "src",
  "_file": "RealVAMS_0.4-6.tar.gz",
  "_fileid": "b35b457db9dee30a6df97cb6ad0b638d3de0907918af50d384f79f89a343889e",
  "_filesize": 247234,
  "_sha256": "b35b457db9dee30a6df97cb6ad0b638d3de0907918af50d384f79f89a343889e",
  "_created": "2026-05-31T10:26:40.000Z",
  "_published": "2026-05-31T10:34:01.162Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 78718565317,
      "time": 122,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7315967335"
    },
    {
      "job": 78718565332,
      "time": 114,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7315966599"
    },
    {
      "job": 78718565333,
      "time": 120,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7315967055"
    },
    {
      "job": 78718565334,
      "time": 126,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7315967829"
    },
    {
      "job": 78718565331,
      "time": 129,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7315967970"
    },
    {
      "job": 78718565329,
      "time": 386,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7315993679"
    },
    {
      "job": 78718565328,
      "time": 156,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7315970715"
    },
    {
      "job": 78718565318,
      "time": 393,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7315994449"
    },
    {
      "job": 78718432211,
      "time": 144,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7315955041"
    },
    {
      "job": 78718565273,
      "time": 100,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7315965194"
    },
    {
      "job": 78718565284,
      "time": 204,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7315975688"
    },
    {
      "job": 78718565294,
      "time": 114,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7315966546"
    },
    {
      "job": 78718565286,
      "time": 112,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7315966376"
    }
  ],
  "_buildurl": "https://github.com/r-universe/akarl46556/actions/runs/26710034245",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/RealVAMS",
  "_commit": {
    "id": "2bc4b0db2619ef6f07b0b328e9070b82f7f0fd9c",
    "author": "Andrew Karl <akarl@asu.edu>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.4-6\n",
    "time": 1712370622
  },
  "_maintainer": {
    "name": "Andrew Karl",
    "email": "akarl@asu.edu",
    "login": "akarl46556",
    "description": "",
    "uuid": 37884655,
    "orcid": "0000-0002-5933-8706"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.0.0",
      "role": "Depends"
    },
    {
      "package": "Matrix",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "numDeriv",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "version": ">= 0.11.2",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "akarl46556",
      "count": 9,
      "uuid": 37884655
    }
  ],
  "_userbio": {
    "uuid": 37884655,
    "type": "user",
    "name": "akarl46556"
  },
  "_downloads": {
    "count": 179,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/RealVAMS"
  },
  "_searchresults": 6,
  "_topics": [
    "openblas",
    "cpp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/RealVAMS.html",
    "manual.pdf"
  ],
  "_realowner": "akarl46556",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.3-1",
      "date": "2014-11-01"
    },
    {
      "version": "0.3-2",
      "date": "2015-07-21"
    },
    {
      "version": "0.3-3",
      "date": "2017-03-14"
    },
    {
      "version": "0.4-0",
      "date": "2017-08-14"
    },
    {
      "version": "0.4-1",
      "date": "2018-04-20"
    },
    {
      "version": "0.4-3",
      "date": "2019-04-23"
    },
    {
      "version": "0.4-4",
      "date": "2022-09-03"
    },
    {
      "version": "0.4-5",
      "date": "2023-01-07"
    },
    {
      "version": "0.4-6",
      "date": "2024-04-05"
    }
  ],
  "_exports": [
    "RealVAMS"
  ],
  "_datasets": [
    {
      "name": "example.outcome.data",
      "title": "Simulated Data",
      "object": "example.outcome.data",
      "class": [
        "data.frame"
      ],
      "fields": [
        "student",
        "r"
      ],
      "rows": 625,
      "table": true,
      "tojson": true
    },
    {
      "name": "example.score.data",
      "title": "Simulated Data",
      "object": "example.score.data",
      "class": [
        "data.frame"
      ],
      "fields": [
        "student",
        "teacher",
        "year",
        "y",
        "cont_var"
      ],
      "rows": 1875,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "RealVAMS-package",
      "title": "Multivariate VAM Fitting",
      "topics": [
        "RealVAMS-package"
      ]
    },
    {
      "page": "example.outcome.data",
      "title": "Simulated Data",
      "topics": [
        "example.outcome.data"
      ]
    },
    {
      "page": "example.score.data",
      "title": "Simulated Data",
      "topics": [
        "example.score.data"
      ]
    },
    {
      "page": "plot",
      "title": "Plot method for RealVAMS",
      "topics": [
        "plot.RealVAMS"
      ]
    },
    {
      "page": "print",
      "title": "Print",
      "topics": [
        "print.RealVAMS",
        "print.summary.RealVAMS"
      ]
    },
    {
      "page": "R_mstep2",
      "title": "Internal function",
      "topics": [
        "R_mstep2"
      ]
    },
    {
      "page": "RealVAMS",
      "title": "Multivariate VAM Fitting",
      "topics": [
        "RealVAMS"
      ]
    },
    {
      "page": "REML_Rm",
      "title": "Internal function",
      "topics": [
        "REML_Rm"
      ]
    },
    {
      "page": "summary",
      "title": "Summary",
      "topics": [
        "summary.RealVAMS"
      ]
    },
    {
      "page": "vp_cp",
      "title": "Internal function",
      "topics": [
        "vp_cp"
      ]
    }
  ],
  "_rundeps": [
    "lattice",
    "Matrix",
    "numDeriv",
    "Rcpp",
    "RcppArmadillo"
  ],
  "_sysdeps": [
    {
      "shlib": "libblas",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.26+ds-1ubuntu0.1",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_score": 1,
  "_indexed": true,
  "_nocasepkg": "realvams",
  "_universes": [
    "akarl46556"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.4-6",
      "date": "2026-05-31T10:28:35.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "2bc4b0db2619ef6f07b0b328e9070b82f7f0fd9c",
      "fileid": "e214a1cdd305abdaf01b1e8a957fbf813baa6a569daf7dd389dbd32341bd7593",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/akarl46556/actions/runs/26710034245"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.4-6",
      "date": "2026-05-31T10:28:26.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "2bc4b0db2619ef6f07b0b328e9070b82f7f0fd9c",
      "fileid": "93cb24e6bbfddfd1fee751b39b65d0028c77b4e0d01da33fcc69e52fd73f07f1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/akarl46556/actions/runs/26710034245"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.4-6",
      "date": "2026-05-31T10:28:35.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "2bc4b0db2619ef6f07b0b328e9070b82f7f0fd9c",
      "fileid": "623dae72ce27526fa3406b201aec66f9fc0fc446b1dfe80ff2ab46563e5bd31c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/akarl46556/actions/runs/26710034245"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.4-6",
      "date": "2026-05-31T10:28:38.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "2bc4b0db2619ef6f07b0b328e9070b82f7f0fd9c",
      "fileid": "0621f229073d86105f3258a842addf77e177c9da6d0fbaeb34b08120abc7db55",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/akarl46556/actions/runs/26710034245"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.4-6",
      "date": "2026-05-31T10:28:37.000Z",
      "arch": "aarch64",
      "commit": "2bc4b0db2619ef6f07b0b328e9070b82f7f0fd9c",
      "fileid": "5bb751478eb194da1ae13bba24051c7775e2c353f481791d373097500092fc09",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/akarl46556/actions/runs/26710034245"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.4-6",
      "date": "2026-05-31T10:31:31.000Z",
      "arch": "x86_64",
      "commit": "2bc4b0db2619ef6f07b0b328e9070b82f7f0fd9c",
      "fileid": "b7d45cc6bb22435ac294457473525d1f5872a0f0ccaff902441de9d4d823917e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/akarl46556/actions/runs/26710034245"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.4-6",
      "date": "2026-05-31T10:28:57.000Z",
      "arch": "aarch64",
      "commit": "2bc4b0db2619ef6f07b0b328e9070b82f7f0fd9c",
      "fileid": "2414c3803a109aa00d7a188a94bae5939f0ec7b17846de7446c24297c5cf1af5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/akarl46556/actions/runs/26710034245"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.4-6",
      "date": "2026-05-31T10:31:43.000Z",
      "arch": "x86_64",
      "commit": "2bc4b0db2619ef6f07b0b328e9070b82f7f0fd9c",
      "fileid": "408cf15695403b5b4c1c4844cd5df8fcaf78b5e09e39ec81a7e10b486888be5b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/akarl46556/actions/runs/26710034245"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.4-6",
      "date": "2026-05-31T10:28:41.000Z",
      "arch": "emscripten",
      "commit": "2bc4b0db2619ef6f07b0b328e9070b82f7f0fd9c",
      "fileid": "9e1b2a23fcc762a162ac1e7c74278c52c172f392704932c289ad5162af812c55",
      "status": "success",
      "buildurl": "https://github.com/r-universe/akarl46556/actions/runs/26710034245"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.4-6",
      "date": "2026-05-31T10:29:14.000Z",
      "arch": "x86_64",
      "commit": "2bc4b0db2619ef6f07b0b328e9070b82f7f0fd9c",
      "fileid": "108fd5a893d004c51c89c59d4d7d26901a89496313e3dab3afa29bf1fd91ebc6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/akarl46556/actions/runs/26710034245"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.4-6",
      "date": "2026-05-31T10:27:58.000Z",
      "arch": "x86_64",
      "commit": "2bc4b0db2619ef6f07b0b328e9070b82f7f0fd9c",
      "fileid": "b7540ee3f6820595051de307df4f3a6c5531f2a8dd7ea0373986bbdd2d55af01",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/akarl46556/actions/runs/26710034245"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.4-6",
      "date": "2026-05-31T10:28:06.000Z",
      "arch": "x86_64",
      "commit": "2bc4b0db2619ef6f07b0b328e9070b82f7f0fd9c",
      "fileid": "6ca187cb2cd2042f4726e1fe99af45df3c8e2ef71d9393ca7979387e9d008538",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/akarl46556/actions/runs/26710034245"
    }
  ]
}