{
  "_id": "6ac21c00773a0037682c2277",
  "Package": "AuxSurvey",
  "Title": "Survey Analysis with Auxiliary Discretized Variables",
  "Version": "1.0",
  "Author": "Jungang Zou [aut, cre], Yutao Liu [aut], Sharifa Williams\n[aut], Qixuan Chen [aut]",
  "Authors@R": "c(person(given = \"Jungang\",\nfamily = \"Zou\",\nrole = c(\"aut\", \"cre\"),\nemail = \"jungang.zou@gmail.com\"),\nperson(given = \"Yutao\",\nfamily = \"Liu\",\nrole = c(\"aut\")\n),\nperson(given = \"Sharifa\",\nfamily = \"Williams\",\nrole = c(\"aut\")),\nperson(given = \"Qixuan\",\nfamily = \"Chen\",\nrole = c(\"aut\")\n)\n)",
  "Maintainer": "Jungang Zou <jungang.zou@gmail.com>",
  "Description": "Probability surveys often use auxiliary continuous data\nfrom administrative records, but the utility of this data is\ndiminished when it is discretized for confidentiality. We\nprovide a set of survey estimators to make full use of\ninformation from the discretized variables. See Williams, S.Z.,\nZou, J., Liu, Y., Si, Y., Galea, S. and Chen, Q. (2024),\nImproving Survey Inference Using Administrative Records Without\nReleasing Individual-Level Continuous Data. Statistics in\nMedicine, 43: 5803-5813. <doi:10.1002/sim.10270> for details.",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.2",
  "License": "Apache License (>= 2)",
  "VignetteBuilder": "knitr",
  "Config/pak/sysreqs": "cmake libglpk-dev make libicu-dev libuv1-dev\nlibxml2-dev zlib1g-dev",
  "Repository": "https://zjg540066169.r-universe.dev",
  "Date/Publication": "2024-12-20 21:38:19 UTC",
  "RemoteUrl": "https://github.com/zjg540066169/auxsurvey",
  "RemoteRef": "HEAD",
  "RemoteSha": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-04 09:21:44 UTC",
    "User": "root"
  },
  "_user": "zjg540066169",
  "_type": "src",
  "_file": "AuxSurvey_1.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/ebeae66c96bda68f8a558ca09a72078bcc10706a64da66f4ee0b9b6d997d45ad",
  "_filesize": 145017,
  "_sha256": "ebeae66c96bda68f8a558ca09a72078bcc10706a64da66f4ee0b9b6d997d45ad",
  "_expires": "2027-01-12T09:27:26.000Z",
  "_created": "2026-10-04T09:21:44.000Z",
  "_published": "2026-10-04T09:27:27.959Z",
  "_jobs": [
    {
      "job": 111405786299,
      "time": 248,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11298749621"
    },
    {
      "job": 111405786270,
      "time": 258,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11299054109"
    },
    {
      "job": 111405786306,
      "time": 136,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11298909209"
    },
    {
      "job": 111405786298,
      "time": 200,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11298914441"
    },
    {
      "job": 111404882081,
      "time": 327,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11299018749"
    },
    {
      "job": 111405786334,
      "time": 153,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11299488128"
    },
    {
      "job": 111405786292,
      "time": 204,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11299447034"
    },
    {
      "job": 111405786278,
      "time": 220,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11299298677"
    },
    {
      "job": 111405786291,
      "time": 185,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11298944291"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/37191624099",
  "_status": "success",
  "_upstream": "https://github.com/zjg540066169/auxsurvey",
  "_commit": {
    "id": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
    "author": "Jungang Zou <jungang.zou@gmail.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Update R-CMD-check.yaml",
    "time": 1734730699
  },
  "_maintainer": {
    "name": "Jungang Zou",
    "email": "jungang.zou@gmail.com",
    "login": "zjg540066169",
    "description": "I am a Ph.D. student of Biostatistics at Columbia University. My research focuses on Bayesian statistics and missing data.",
    "uuid": 18543895
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "mgcv",
      "role": "Depends"
    },
    {
      "package": "rstanarm",
      "role": "Depends"
    },
    {
      "package": "stats",
      "role": "Depends"
    },
    {
      "package": "survey",
      "role": "Imports"
    },
    {
      "package": "gtools",
      "role": "Imports"
    },
    {
      "package": "coda",
      "role": "Imports"
    },
    {
      "package": "BART",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "stringr",
      "role": "Imports"
    },
    {
      "package": "gridExtra",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "zjg540066169",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_topics": [
    "auxilary-variables",
    "categorical-variables",
    "survey-analysis"
  ],
  "_stars": 1,
  "_contributors": [
    {
      "user": "zjg540066169",
      "count": 100,
      "uuid": 18543895
    }
  ],
  "_userbio": {
    "uuid": 18543895,
    "type": "user",
    "name": "Jungang Zou",
    "followers": 6,
    "description": "I am a Ph.D. student of Biostatistics at Columbia University. My research focuses on Bayesian statistics and missing data."
  },
  "_downloads": {
    "count": 448,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/AuxSurvey"
  },
  "_devurl": "https://github.com/zjg540066169/auxsurvey",
  "_searchresults": 6,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/AuxSurvey.html",
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/zjg540066169/auxsurvey",
  "_realowner": "zjg540066169",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.9",
      "date": "2024-12-09"
    },
    {
      "version": "1.0",
      "date": "2024-12-20"
    },
    {
      "version": "1.1",
      "date": "2025-09-07"
    }
  ],
  "_exports": [
    "auxsurvey",
    "postStr_wt",
    "rake_wt",
    "simulate",
    "svyBayesmod",
    "uwt"
  ],
  "_help": [
    {
      "page": "auxsurvey",
      "title": "Auxiliary Variables in Survey Analysis",
      "topics": [
        "auxsurvey"
      ]
    },
    {
      "page": "postStr_wt",
      "title": "Weighted or Unweighted Post-Stratification Estimator",
      "topics": [
        "postStr_wt"
      ]
    },
    {
      "page": "rake_wt",
      "title": "Weighted or Unweighted Raking Estimator",
      "topics": [
        "rake_wt"
      ]
    },
    {
      "page": "simulate",
      "title": "Simulate Survey Data with Discretized Auxiliary Variables",
      "topics": [
        "simulate"
      ]
    },
    {
      "page": "svyBayesmod",
      "title": "Bayesian Survey Model Estimation",
      "topics": [
        "svyBayesmod"
      ]
    },
    {
      "page": "uwt",
      "title": "Weighted or Unweighted Sample Mean",
      "topics": [
        "uwt"
      ]
    }
  ],
  "_readme": "https://github.com/zjg540066169/auxsurvey/raw/HEAD/README.md",
  "_rundeps": [
    "abind",
    "backports",
    "BART",
    "base64enc",
    "bayesplot",
    "BH",
    "boot",
    "bslib",
    "cachem",
    "callr",
    "checkmate",
    "cli",
    "coda",
    "colourpicker",
    "commonmark",
    "cpp11",
    "crosstalk",
    "DBI",
    "desc",
    "digest",
    "distributional",
    "dplyr",
    "DT",
    "dygraphs",
    "evaluate",
    "farver",
    "fastmap",
    "fontawesome",
    "fs",
    "generics",
    "ggdist",
    "ggplot2",
    "ggridges",
    "glue",
    "gridExtra",
    "gtable",
    "gtools",
    "highr",
    "htmltools",
    "htmlwidgets",
    "httpuv",
    "igraph",
    "inline",
    "isoband",
    "jquerylib",
    "jsonlite",
    "knitr",
    "labeling",
    "later",
    "lattice",
    "lazyeval",
    "lifecycle",
    "litedown",
    "lme4",
    "loo",
    "magrittr",
    "markdown",
    "MASS",
    "Matrix",
    "matrixStats",
    "memoise",
    "mgcv",
    "mime",
    "miniUI",
    "minqa",
    "mitools",
    "nlme",
    "nloptr",
    "numDeriv",
    "otel",
    "pillar",
    "pkgbuild",
    "pkgconfig",
    "plyr",
    "posterior",
    "processx",
    "promises",
    "ps",
    "purrr",
    "quadprog",
    "QuickJSR",
    "R6",
    "rappdirs",
    "rbibutils",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "RcppParallel",
    "Rdpack",
    "reformulas",
    "reshape2",
    "rlang",
    "rmarkdown",
    "rstan",
    "rstanarm",
    "rstantools",
    "S7",
    "sass",
    "scales",
    "shiny",
    "shinyjs",
    "shinystan",
    "shinythemes",
    "sourcetools",
    "StanHeaders",
    "stringi",
    "stringr",
    "survey",
    "survival",
    "tensorA",
    "threejs",
    "tibble",
    "tidyr",
    "tidyselect",
    "tinytex",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr",
    "xfun",
    "xtable",
    "xts",
    "yaml",
    "zoo"
  ],
  "_vignettes": [
    {
      "source": "introduction.Rmd",
      "filename": "introduction.html",
      "title": "Introduction for AuxSurvey: a package to improving survey inference using administrative records",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Generate Simulated Data",
        "Estimation Methods",
        "Example 1: Sample Mean",
        "Example 2: Raking",
        "Example 3: MRP (Multilevel Regression with Poststratification)",
        "Example 4: GAMP (Generalized Additive Model of Response Propensity)",
        "Example 5: Bayesian Linear Regression",
        "Example 6: BART (Bayesian Additive Regression Trees)",
        "Conclusion"
      ],
      "created": "2024-12-04 17:02:46",
      "modified": "2024-12-08 22:34:52",
      "commits": 5
    }
  ],
  "_score": 3.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "auxsurvey",
  "_universes": [
    "zjg540066169"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0",
      "date": "2026-10-04T09:24:34.000Z",
      "distro": "resolute",
      "commit": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
      "fileid": "https://r2.ropensci.org/3923ccc1c3571c42446af5608cd2bd8510709bb6bbb3055b41bf21de17bc04e8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/37191624099"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0",
      "date": "2026-10-04T09:24:54.000Z",
      "distro": "resolute",
      "commit": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
      "fileid": "https://r2.ropensci.org/e19304799f81e6f7f7c1a19165542e43bab1a5b7f24a283befcfa2ff8f86143b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/37191624099"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0",
      "date": "2026-10-04T09:23:29.000Z",
      "commit": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
      "fileid": "https://r2.ropensci.org/f4b585623f78cab5506f4a6887536f38e195ffdf213fe83f0e9427d73558e130",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/37191624099"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.0",
      "date": "2026-10-04T09:24:06.000Z",
      "commit": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
      "fileid": "https://r2.ropensci.org/33f35e158999a0469107d8ae3de6353070f64f48326981a55aaf3b6296fb87e5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/37191624099"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0",
      "date": "2026-10-04T09:24:44.000Z",
      "commit": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
      "fileid": "https://r2.ropensci.org/e0a9fbc456fafd46d396d63695dd57fb1f7d4b1fbaf029bf9a1ca9ec594a04cb",
      "status": "success",
      "buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/37191624099"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0",
      "date": "2026-10-04T09:23:33.000Z",
      "commit": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
      "fileid": "https://r2.ropensci.org/70ac28e3e9970172d5d6f17be38fdb6087dd0bdda408e8dce586eb3ef4dde4e2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/37191624099"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0",
      "date": "2026-10-04T09:23:43.000Z",
      "commit": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
      "fileid": "https://r2.ropensci.org/7c60204e2a28f33d095445e462aa94295b9455f60b7470fe48735aeb33b999af",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/37191624099"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0",
      "date": "2026-10-04T09:23:35.000Z",
      "commit": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
      "fileid": "https://r2.ropensci.org/2514833cc00e5603c0c4bf8a5218b0af0f44d0f30fa22b8f3866199b53648a23",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/37191624099"
    }
  ]
}