{
  "_id": "6a23e78c530b9bc726be9269",
  "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": "2026-06-06 09:19:47 UTC",
    "User": "root"
  },
  "MD5sum": "01948de59b44e25416504bd9b0dbb21b",
  "_user": "zjg540066169",
  "_type": "src",
  "_file": "AuxSurvey_1.0.tar.gz",
  "_fileid": "bed570ae08367cfc56ede87a524a21472cd7968d5e4d76d7ce3a10287886b01c",
  "_filesize": 145581,
  "_sha256": "bed570ae08367cfc56ede87a524a21472cd7968d5e4d76d7ce3a10287886b01c",
  "_created": "2026-06-06T09:19:47.000Z",
  "_published": "2026-06-06T09:25:32.743Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79867150762,
      "time": 270,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7453224340"
    },
    {
      "job": 79867150770,
      "time": 277,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7453225017"
    },
    {
      "job": 79867150766,
      "time": 221,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7453219112"
    },
    {
      "job": 79867150765,
      "time": 195,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7453216386"
    },
    {
      "job": 79866889593,
      "time": 285,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7453195341"
    },
    {
      "job": 79867150769,
      "time": 153,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7453211883"
    },
    {
      "job": 79867150775,
      "time": 293,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7453226680"
    },
    {
      "job": 79867150777,
      "time": 211,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7453218209"
    },
    {
      "job": 79867150773,
      "time": 238,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7453221018"
    }
  ],
  "_buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/27058410314",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_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
  },
  "_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",
    "description": "I am a Ph.D. student of Biostatistics at Columbia University. My research focuses on Bayesian statistics and missing data."
  },
  "_downloads": {
    "count": 528,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/AuxSurvey"
  },
  "_devurl": "https://github.com/zjg540066169/auxsurvey",
  "_searchresults": 6,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/AuxSurvey.html",
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_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",
    "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",
    "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": "2026-06-06T09:22:43.000Z",
      "distro": "noble",
      "commit": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
      "fileid": "a5101790b0ca01ec86dfd44008b26243856a4237e31b07a5ab43bdc07d279551",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/27058410314"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.0",
      "date": "2026-06-06T09:22:57.000Z",
      "distro": "noble",
      "commit": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
      "fileid": "4618a740225e82e784c54cdc3df3c18eba748c099bcd5f4e58641e3434348674",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/27058410314"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0",
      "date": "2026-06-06T09:21:57.000Z",
      "commit": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
      "fileid": "e553b7332852720d1291ec5e564d475984ad08fb23aaa27eb9b18cc0714f7ae9",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/27058410314"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.0",
      "date": "2026-06-06T09:21:49.000Z",
      "commit": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
      "fileid": "49cd39a2fe2c8bfa614e65953efb25df37f28484f33e281c3ae40c108a5a0f1d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/27058410314"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0",
      "date": "2026-06-06T09:22:47.000Z",
      "commit": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
      "fileid": "2750ef157db0c6ce7fb8889c6ce7655d23b7880c5cb9aaddb59a8b9d63048a28",
      "status": "success",
      "buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/27058410314"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0",
      "date": "2026-06-06T09:21:42.000Z",
      "commit": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
      "fileid": "ed2ecc8612ad7119c6cf1442672aad73fa553d6d9d9c3b45ddfce9d9c10f962e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/27058410314"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0",
      "date": "2026-06-06T09:21:36.000Z",
      "commit": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
      "fileid": "a30077f3d930fbb27fc17e159f8322699e85f0b8ed37676f2bf7276d2f003d9f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/27058410314"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.0",
      "date": "2026-06-06T09:21:35.000Z",
      "commit": "c9f122af4226134b175c2a5bd550e7cc8559bb50",
      "fileid": "ea445412780713729e44b6e9eeed5a6a6844e4a730a874f54326626e8b4a8129",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/zjg540066169/actions/runs/27058410314"
    }
  ]
}