{
  "_id": "6ad31b4c62c1581dfb2fa64d",
  "Package": "mvMISE",
  "Title": "A General Framework of Multivariate Mixed-Effects Selection\nModels",
  "Version": "1.0",
  "Date": "2018-06-04",
  "Author": "Jiebiao Wang and Lin S. Chen",
  "Maintainer": "Jiebiao Wang <randel.wang@gmail.com>",
  "Description": "Offers a general framework of multivariate mixed-effects\nmodels for the joint analysis of multiple correlated outcomes\nwith clustered data structures and potential missingness\nproposed by Wang et al. (2018)\n<doi:10.1093/biostatistics/kxy022>. The missingness of outcome\nvalues may depend on the values themselves (missing not at\nrandom and non-ignorable), or may depend on only the covariates\n(missing at random and ignorable), or both. This package\nprovides functions for two models: 1) mvMISE_b() allows\ncorrelated outcome-specific random intercepts with a\nfactor-analytic structure, and 2) mvMISE_e() allows the\ncorrelated outcome-specific error terms with a graphical lasso\npenalty on the error precision matrix. Both functions are\nmotivated by the multivariate data analysis on data with\nclustered structures from labelling-based quantitative\nproteomic studies. These models and functions can also be\napplied to univariate and multivariate analyses of clustered\ndata with balanced or unbalanced design and no missingness.",
  "License": "GPL",
  "URL": "https://github.com/randel/mvMISE",
  "BugReports": "https://github.com/randel/mvMISE/issues",
  "RoxygenNote": "6.0.1",
  "Config/pak/sysreqs": "cmake make",
  "Repository": "https://randel.r-universe.dev",
  "Date/Publication": "2018-07-07 01:31:45 UTC",
  "RemoteUrl": "https://github.com/randel/mvmise",
  "RemoteRef": "HEAD",
  "RemoteSha": "eaf70a15e68b5de3d4de78ea14d4003dd5c78135",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-17 06:49:28 UTC",
    "User": "root"
  },
  "_user": "randel",
  "_type": "src",
  "_file": "mvMISE_1.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/08bc33a0f9f35085c991fc62b8d6617eb2c36d6a6adf04ca802a3df34f8eedfd",
  "_filesize": 404247,
  "_sha256": "08bc33a0f9f35085c991fc62b8d6617eb2c36d6a6adf04ca802a3df34f8eedfd",
  "_expires": "2027-01-25T06:52:58.000Z",
  "_created": "2026-10-17T06:49:28.000Z",
  "_published": "2026-10-17T06:52:59.952Z",
  "_buildurl": "https://github.com/r-universe/randel/actions/runs/39011180098",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 117334362531,
      "time": 114,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12092094938"
    },
    {
      "job": 117334362530,
      "time": 99,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12092778763"
    },
    {
      "job": 117334362502,
      "time": 104,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12093177067"
    },
    {
      "job": 117334362557,
      "time": 137,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12092647930"
    },
    {
      "job": 117333913185,
      "time": 148,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12093241472"
    },
    {
      "job": 117334362537,
      "time": 97,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "12092928012"
    },
    {
      "job": 117334362523,
      "time": 88,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12092672622"
    },
    {
      "job": 117334362563,
      "time": 74,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12093196827"
    },
    {
      "job": 117334362532,
      "time": 82,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12092587956"
    }
  ],
  "_upstream": "https://github.com/randel/mvmise",
  "_commit": {
    "id": "eaf70a15e68b5de3d4de78ea14d4003dd5c78135",
    "author": "Jiebiao Wang <randel.wang@gmail.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Update README.md",
    "time": 1530927105
  },
  "_maintainer": {
    "name": "Jiebiao Wang",
    "email": "randel.wang@gmail.com",
    "login": "randel",
    "description": "Associate Professor of Biostatistics (Primary) and Clinical and Translational Science (Secondary), University of Pittsburgh",
    "uuid": 2093376
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "lme4",
      "role": "Depends"
    },
    {
      "package": "MASS",
      "role": "Depends"
    }
  ],
  "_owner": "randel",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 4,
  "_contributors": [
    {
      "user": "randel",
      "count": 21,
      "uuid": 2093376
    }
  ],
  "_userbio": {
    "uuid": 2093376,
    "type": "user",
    "name": "Jiebiao Wang",
    "followers": 24,
    "description": "Associate Professor of Biostatistics (Primary) and Clinical and Translational Science (Secondary), University of Pittsburgh"
  },
  "_downloads": {
    "count": 229,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mvMISE"
  },
  "_devurl": "https://github.com/randel/mvmise",
  "_searchresults": 4,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/mvMISE.html",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/randel/mvmise",
  "_realowner": "randel",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0",
      "date": "2018-06-10"
    }
  ],
  "_exports": [
    "mvMISE_b",
    "mvMISE_e",
    "mvMISE_e_perm"
  ],
  "_datasets": [
    {
      "name": "sim_dat",
      "title": "A Simulated Example data",
      "object": "sim_dat",
      "file": "sim_dat.rda",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "mvmise_b",
      "title": "A multivariate mixed-effects selection model with correlated outcome-specific random intercepts",
      "topics": [
        "mvMISE_b"
      ]
    },
    {
      "page": "mvmise_e",
      "title": "A multivariate mixed-effects selection model with correlated outcome-specific error terms",
      "topics": [
        "mvMISE_e"
      ]
    },
    {
      "page": "mvMISE_e_perm",
      "title": "A function to obtain permutation-based p-values for fixed effects estimates in mvMISE_e",
      "topics": [
        "mvMISE_e_perm"
      ]
    },
    {
      "page": "sim_dat",
      "title": "A Simulated Example data",
      "topics": [
        "sim_dat"
      ]
    }
  ],
  "_readme": "https://github.com/randel/mvmise/raw/HEAD/README.md",
  "_rundeps": [
    "boot",
    "lattice",
    "lme4",
    "MASS",
    "Matrix",
    "minqa",
    "nlme",
    "nloptr",
    "rbibutils",
    "Rcpp",
    "RcppEigen",
    "Rdpack",
    "reformulas"
  ],
  "_score": 3.3010299956639813,
  "_indexed": true,
  "_nocasepkg": "mvmise",
  "_universes": [
    "randel"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0",
      "date": "2026-10-17T06:51:09.000Z",
      "distro": "resolute",
      "commit": "eaf70a15e68b5de3d4de78ea14d4003dd5c78135",
      "fileid": "https://r2.ropensci.org/ad7cff5dd13594f30b528424d6317dfb50563e11fdde14049a2284f2b2520da1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/randel/actions/runs/39011180098"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0",
      "date": "2026-10-17T06:51:05.000Z",
      "distro": "resolute",
      "commit": "eaf70a15e68b5de3d4de78ea14d4003dd5c78135",
      "fileid": "https://r2.ropensci.org/3716670bd55429136a7ccad7dd8ea80cb1827aa3b7203c52449c8f0dee393ab2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/randel/actions/runs/39011180098"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0",
      "date": "2026-10-17T06:51:41.000Z",
      "commit": "eaf70a15e68b5de3d4de78ea14d4003dd5c78135",
      "fileid": "https://r2.ropensci.org/082f2780cbca138f1dd2e4e9300d6238a3bd279ffebe5f0600bcaed9e14b415a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/randel/actions/runs/39011180098"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.0",
      "date": "2026-10-17T06:52:02.000Z",
      "commit": "eaf70a15e68b5de3d4de78ea14d4003dd5c78135",
      "fileid": "https://r2.ropensci.org/3b1194ee7b5e6abe5beb01da0147810e9753ba961e79fff66b37364bd53e5ef0",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/randel/actions/runs/39011180098"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0",
      "date": "2026-10-17T06:51:19.000Z",
      "commit": "eaf70a15e68b5de3d4de78ea14d4003dd5c78135",
      "fileid": "https://r2.ropensci.org/6649fac1c7a88c6c87c9c6b86938b6fd7142fbdda2902cebdc4ea950e5ca6693",
      "status": "success",
      "buildurl": "https://github.com/r-universe/randel/actions/runs/39011180098"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0",
      "date": "2026-10-17T06:50:35.000Z",
      "commit": "eaf70a15e68b5de3d4de78ea14d4003dd5c78135",
      "fileid": "https://r2.ropensci.org/de794a4d38a614565cfcfc667b2b314c11e41c6d3612f1cfa7ac6bbb70823f80",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/randel/actions/runs/39011180098"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0",
      "date": "2026-10-17T06:50:25.000Z",
      "commit": "eaf70a15e68b5de3d4de78ea14d4003dd5c78135",
      "fileid": "https://r2.ropensci.org/eeab71ce6061dacc1e4e912a30fd4785e950e7491c3fb1a01ae60292a38ae8af",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/randel/actions/runs/39011180098"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0",
      "date": "2026-10-17T06:50:36.000Z",
      "commit": "eaf70a15e68b5de3d4de78ea14d4003dd5c78135",
      "fileid": "https://r2.ropensci.org/5aff8d0f8669ecc47e8230857a76420a1882f7da0c6beb37c66ce7ef66e3e59e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/randel/actions/runs/39011180098"
    }
  ]
}