{
  "_id": "6a229c59cd65a98ecbd57b97",
  "Package": "mvGPS",
  "Title": "Causal Inference using Multivariate Generalized Propensity Score",
  "Version": "1.2.2",
  "Authors@R": "person(given = \"Justin\",\nfamily = \"Williams\",\nrole = c(\"aut\", \"cre\"),\nemail = \"williazo@ucla.edu\",\ncomment = c(ORCID = \"https://orcid.org/0000-0002-5045-2764\"))",
  "Description": "Methods for estimating and utilizing the multivariate\ngeneralized propensity score (mvGPS) for multiple continuous\nexposures described in Williams, J.R, and Crespi, C.M. (2020)\n<arxiv:2008.13767>. The methods allow estimation of a\ndose-response surface relating the joint distribution of\nmultiple continuous exposure variables to an outcome. Weights\nare constructed assuming a multivariate normal density for the\nmarginal and conditional distribution of exposures given a set\nof confounders. Confounders can be different for different\nexposure variables. The weights are designed to achieve balance\nacross all exposure dimensions and can be used to estimate\ndose-response surfaces.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.1.0",
  "RdMacros": "Rdpack",
  "VignetteBuilder": "knitr",
  "BugReports": "https://github.com/williazo/mvGPS/issues",
  "URL": "https://github.com/williazo/mvGPS",
  "Repository": "https://williazo.r-universe.dev",
  "Date/Publication": "2021-12-08 00:56:35 UTC",
  "RemoteUrl": "https://github.com/williazo/mvgps",
  "RemoteRef": "HEAD",
  "RemoteSha": "babf41bf51672b722e5b987a83d624ffcc6d91c8",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-05 09:45:33 UTC",
    "User": "root"
  },
  "Author": "Justin Williams [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-5045-2764>)",
  "Maintainer": "Justin Williams <williazo@ucla.edu>",
  "MD5sum": "711cca7f727a5340979be5bfc6f38e82",
  "_user": "williazo",
  "_type": "src",
  "_file": "mvGPS_1.2.2.tar.gz",
  "_fileid": "5f19ddb17141c03fcb8fd36f15e385d6851647b71367cab51662fb62b6a025e9",
  "_filesize": 574910,
  "_sha256": "5f19ddb17141c03fcb8fd36f15e385d6851647b71367cab51662fb62b6a025e9",
  "_created": "2026-06-05T09:45:33.000Z",
  "_published": "2026-06-05T09:52:25.510Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79703652286,
      "time": 299,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7433737901"
    },
    {
      "job": 79703652276,
      "time": 254,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7433724112"
    },
    {
      "job": 79703652271,
      "time": 318,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7433732969"
    },
    {
      "job": 79703652304,
      "time": 367,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7433746096"
    },
    {
      "job": 79702981395,
      "time": 252,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7433641730"
    },
    {
      "job": 79703652242,
      "time": 119,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7433680943"
    },
    {
      "job": 79703652291,
      "time": 270,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7433728926"
    },
    {
      "job": 79703652318,
      "time": 263,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7433726739"
    },
    {
      "job": 79703652292,
      "time": 257,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7433724735"
    }
  ],
  "_buildurl": "https://github.com/r-universe/williazo/actions/runs/27007583647",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/williazo/mvgps",
  "_commit": {
    "id": "babf41bf51672b722e5b987a83d624ffcc6d91c8",
    "author": "Justin Williams <williazo@ucla.edu>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Merge pull request #6 from williazo/develop\n\nDevelop",
    "time": 1638924995
  },
  "_maintainer": {
    "name": "Justin Williams",
    "email": "williazo@ucla.edu",
    "login": "williazo",
    "description": "Senior Quantitative Analyst",
    "uuid": 25311057,
    "orcid": "0000-0002-5045-2764"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.6",
      "role": "Depends"
    },
    {
      "package": "Rdpack",
      "role": "Imports"
    },
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "WeightIt",
      "role": "Imports"
    },
    {
      "package": "cobalt",
      "role": "Imports"
    },
    {
      "package": "matrixNormal",
      "role": "Imports"
    },
    {
      "package": "geometry",
      "role": "Imports"
    },
    {
      "package": "sp",
      "role": "Imports"
    },
    {
      "package": "gbm",
      "role": "Imports"
    },
    {
      "package": "CBPS",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "dagitty",
      "role": "Suggests"
    },
    {
      "package": "ggdag",
      "role": "Suggests"
    },
    {
      "package": "dplyr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "ggplot2",
      "role": "Suggests"
    }
  ],
  "_owner": "williazo",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 13,
  "_contributors": [
    {
      "user": "williazo",
      "count": 106,
      "uuid": 25311057
    }
  ],
  "_userbio": {
    "uuid": 25311057,
    "type": "user",
    "name": "Justin Williams",
    "description": "Senior Quantitative Analyst"
  },
  "_downloads": {
    "count": 214,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mvGPS"
  },
  "_devurl": "https://github.com/williazo/mvgps",
  "_searchresults": 1,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/mvGPS.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/williazo/mvgps",
  "_realowner": "williazo",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.2",
      "date": "2020-09-17"
    },
    {
      "version": "1.1.1",
      "date": "2021-04-28"
    },
    {
      "version": "1.2.1",
      "date": "2021-10-17"
    },
    {
      "version": "1.2.2",
      "date": "2021-12-07"
    }
  ],
  "_exports": [
    "bal",
    "gen_D",
    "hull_sample",
    "mvGPS"
  ],
  "_help": [
    {
      "page": "bal",
      "title": "Construct Covariate Balance Statistics for Models with Multivariate Exposure",
      "topics": [
        "bal"
      ]
    },
    {
      "page": "gen_D",
      "title": "Generate Bivariate Multivariate Exposure",
      "topics": [
        "gen_D"
      ]
    },
    {
      "page": "hull_sample",
      "title": "Sample Points Along a Convex Hull",
      "topics": [
        "hull_sample"
      ]
    },
    {
      "page": "mvGPS",
      "title": "Multivariate Generalized Propensity Score",
      "topics": [
        "mvGPS"
      ]
    }
  ],
  "_readme": "https://github.com/williazo/mvgps/raw/HEAD/README.md",
  "_rundeps": [
    "abind",
    "arg",
    "backports",
    "CBPS",
    "chk",
    "cli",
    "cobalt",
    "codetools",
    "cpp11",
    "farver",
    "foreach",
    "gbm",
    "generics",
    "geometry",
    "ggplot2",
    "glmnet",
    "glue",
    "gridExtra",
    "gtable",
    "isoband",
    "iterators",
    "labeling",
    "lattice",
    "lifecycle",
    "linprog",
    "lpSolve",
    "magic",
    "MASS",
    "MatchIt",
    "Matrix",
    "matrixNormal",
    "mvtnorm",
    "nnet",
    "numDeriv",
    "R6",
    "rbibutils",
    "RColorBrewer",
    "Rcpp",
    "RcppEigen",
    "RcppProgress",
    "Rdpack",
    "rlang",
    "S7",
    "sandwich",
    "scales",
    "shape",
    "sp",
    "survival",
    "vctrs",
    "viridisLite",
    "WeightIt",
    "withr",
    "zoo"
  ],
  "_vignettes": [
    {
      "source": "mvGPS-intro.Rmd",
      "filename": "mvGPS-intro.html",
      "title": "Multivariate generalized propensity score: An introduction",
      "author": "Justin Williams",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Installation",
        "Example",
        "Data Generating",
        "Generating Weights",
        "Balance Assessment",
        "Bias Reduction",
        "Defining Estimable Region",
        "Dose-Response Surface"
      ],
      "created": "2020-09-01 01:29:16",
      "modified": "2021-12-08 00:56:35",
      "commits": 5
    }
  ],
  "_score": 4.812913356642856,
  "_indexed": true,
  "_nocasepkg": "mvgps",
  "_universes": [
    "williazo"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.2.2",
      "date": "2026-06-05T09:48:01.000Z",
      "distro": "noble",
      "commit": "babf41bf51672b722e5b987a83d624ffcc6d91c8",
      "fileid": "1af0c3d6486ecfe626d2ce3e324a1a44f43783ea8b0b2c192b09477098b9d6b8",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/williazo/actions/runs/27007583647"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.2.2",
      "date": "2026-06-05T09:47:49.000Z",
      "distro": "noble",
      "commit": "babf41bf51672b722e5b987a83d624ffcc6d91c8",
      "fileid": "a8ec023630cc4ed565cb48bc611d832986be61a38d17023a078f883afec0df96",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/williazo/actions/runs/27007583647"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.2.2",
      "date": "2026-06-05T09:48:20.000Z",
      "commit": "babf41bf51672b722e5b987a83d624ffcc6d91c8",
      "fileid": "a67dba3ce92e92b775b0faf32757275777cdc2337d0908b0f59df658c46b2788",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/williazo/actions/runs/27007583647"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.2.2",
      "date": "2026-06-05T09:48:22.000Z",
      "commit": "babf41bf51672b722e5b987a83d624ffcc6d91c8",
      "fileid": "24011c1a2ab8d7f7312f7325a7f422dae545038e1c4b518d3e0275e50af715f6",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/williazo/actions/runs/27007583647"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.2.2",
      "date": "2026-06-05T09:47:57.000Z",
      "commit": "babf41bf51672b722e5b987a83d624ffcc6d91c8",
      "fileid": "6c2067eb25f464c3e278c113e00f2a757a6f95a46dccf6c51fe1b773464b5bba",
      "status": "success",
      "buildurl": "https://github.com/r-universe/williazo/actions/runs/27007583647"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.2.2",
      "date": "2026-06-05T09:47:10.000Z",
      "commit": "babf41bf51672b722e5b987a83d624ffcc6d91c8",
      "fileid": "dd21f6cda84c682c1dc60c6fbe3bde6fa3bfb67ceade525646916ed1769b66ac",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/williazo/actions/runs/27007583647"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.2.2",
      "date": "2026-06-05T09:46:59.000Z",
      "commit": "babf41bf51672b722e5b987a83d624ffcc6d91c8",
      "fileid": "6ecba740f9d874c1a0eb3f941c925ffd77359648f25667c60097426a94436f92",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/williazo/actions/runs/27007583647"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.2.2",
      "date": "2026-06-05T09:47:00.000Z",
      "commit": "babf41bf51672b722e5b987a83d624ffcc6d91c8",
      "fileid": "c905eac7990841e62c89b773dc55026e3d3b71c49b4828b5f974948e653802b6",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/williazo/actions/runs/27007583647"
    }
  ]
}