{
  "_id": "6aafa6863d719c1f84080398",
  "Package": "confoundvis",
  "Type": "Package",
  "Title": "Visualization Tools for Sensitivity Analysis of Unmeasured\nConfounding",
  "Version": "0.1.0",
  "Authors@R": "person(\ngiven = \"Subir\",\nfamily = \"Hait\",\nrole = c(\"aut\", \"cre\"),\nemail = \"haitsubi@msu.edu\",\ncomment = c(ORCID = \"0009-0004-9871-9677\")\n)",
  "Description": "Provides visualization tools for sensitivity analysis to\nunmeasured confounding in observational studies. Includes\ncontour-based sensitivity plots, robustness curves, and\nbenchmark-oriented graphics that help researchers assess how\nstrong omitted confounding would need to be to attenuate,\ninvalidate, or reverse estimated effects. Supports\nregression-based sensitivity analysis frameworks, including\nimpact threshold approaches (Frank, 2000,\n<doi:10.1177/0049124100029002001>), partial R-squared methods\n(Cinelli and Hazlett, 2020, <doi:10.1111/rssb.12348>), and\nE-value style metrics (VanderWeele and Ding, 2017,\n<doi:10.7326/M16-2607>). Emphasizes clear, interpretable, and\npublication-ready graphical summaries for transparent reporting\nof causal sensitivity analyses across the social, behavioral,\nhealth, and educational sciences.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "Language": "en-US",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.3",
  "Config/testthat/edition": "3",
  "VignetteBuilder": "knitr",
  "URL": "https://github.com/causalfragility-lab/confoundvis",
  "BugReports": "https://github.com/causalfragility-lab/confoundvis/issues",
  "Repository": "https://subirhait.r-universe.dev",
  "Date/Publication": "2026-03-30 16:52:37 UTC",
  "RemoteUrl": "https://github.com/subirhait/confoundvis",
  "RemoteRef": "HEAD",
  "RemoteSha": "bd9347316b24d0b801d229474918f7a2e471758f",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-09-20 09:21:29 UTC",
    "User": "root"
  },
  "Author": "Subir Hait [aut, cre] (ORCID: <https://orcid.org/0009-0004-9871-9677>)",
  "Maintainer": "Subir Hait <haitsubi@msu.edu>",
  "_user": "subirhait",
  "_type": "src",
  "_file": "confoundvis_0.1.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/e6ff4f34c314ca65ec045fb123f6da8d7583b0209c8568aecdaada1412ab109f",
  "_filesize": 572242,
  "_sha256": "e6ff4f34c314ca65ec045fb123f6da8d7583b0209c8568aecdaada1412ab109f",
  "_expires": "2026-12-29T09:25:24.000Z",
  "_created": "2026-09-20T09:21:29.000Z",
  "_published": "2026-09-20T09:25:26.648Z",
  "_jobs": [
    {
      "job": 106055556546,
      "time": 140,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10602811760"
    },
    {
      "job": 106055556516,
      "time": 150,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10602289017"
    },
    {
      "job": 106055556479,
      "time": 197,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10601959426"
    },
    {
      "job": 106055556423,
      "time": 164,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10602333864"
    },
    {
      "job": 106055166079,
      "time": 179,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10602218796"
    },
    {
      "job": 106055556437,
      "time": 107,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "10601964311"
    },
    {
      "job": 106055556471,
      "time": 84,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10602323780"
    },
    {
      "job": 106055556484,
      "time": 89,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10602656875"
    },
    {
      "job": 106055556428,
      "time": 74,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10602288932"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501943667",
  "_status": "success",
  "_upstream": "https://github.com/subirhait/confoundvis",
  "_commit": {
    "id": "bd9347316b24d0b801d229474918f7a2e471758f",
    "author": "causalfragility-lab <264290991+causalfragility-lab@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Update README.md",
    "time": 1774889557
  },
  "_maintainer": {
    "name": "Subir Hait",
    "email": "haitsubi@msu.edu",
    "login": "subirhait",
    "linkedin": "in/subirhait",
    "description": "PhD Candidate in Measurement & Quantitative Methods at Michigan State University | Causal inference, sensitivity analysis, and statistical software",
    "uuid": 264290991,
    "orcid": "0009-0004-9871-9677"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.1.0",
      "role": "Depends"
    },
    {
      "package": "ggplot2",
      "version": ">= 3.4.0",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "gridExtra",
      "role": "Suggests"
    }
  ],
  "_owner": "subirhait",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-13",
      "n": 12
    },
    {
      "week": "2026-14",
      "n": 5
    }
  ],
  "_tags": [
    {
      "name": "v0.1.0",
      "date": "2026-03-23"
    }
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "subirhait",
      "count": 17,
      "uuid": 264290991
    }
  ],
  "_userbio": {
    "uuid": 264290991,
    "type": "user",
    "name": "Subir Hait",
    "followers": 4,
    "description": "PhD Candidate in Measurement & Quantitative Methods at Michigan State University | Causal inference, sensitivity analysis, and statistical software"
  },
  "_downloads": {
    "count": 320,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/confoundvis"
  },
  "_devurl": "https://github.com/causalfragility-lab/confoundvis",
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/confoundvis.html",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/subirhait/confoundvis",
  "_realowner": "subirhait",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2026-03-30"
    }
  ],
  "_exports": [
    "as_confoundsens",
    "fit_local_quadratic",
    "new_confoundsens",
    "plot_cone_comparison",
    "plot_figure2_taylor_panels",
    "plot_local_taylor",
    "plot_reversal_cone",
    "plot_robustness_curve",
    "plot_sensitivity_contour",
    "plot_sensitivity_love",
    "simulate_taylor_demo"
  ],
  "_help": [
    {
      "page": "as_confoundsens",
      "title": "Convert a data frame to a confoundsens object",
      "topics": [
        "as_confoundsens"
      ]
    },
    {
      "page": "as.data.frame.confoundsens",
      "title": "Coerce a confoundsens object to a data frame",
      "topics": [
        "as.data.frame.confoundsens"
      ]
    },
    {
      "page": "fit_local_quadratic",
      "title": "Fit a local quadratic approximation",
      "topics": [
        "fit_local_quadratic"
      ]
    },
    {
      "page": "new_confoundsens",
      "title": "Create a confoundsens object",
      "topics": [
        "new_confoundsens"
      ]
    },
    {
      "page": "plot_cone_comparison",
      "title": "Compare reversal cones across multilevel components",
      "topics": [
        "plot_cone_comparison"
      ]
    },
    {
      "page": "plot_figure2_taylor_panels",
      "title": "Three-panel Taylor approximation figure",
      "topics": [
        "plot_figure2_taylor_panels"
      ]
    },
    {
      "page": "plot_local_taylor",
      "title": "Local Taylor diagnostic plot",
      "topics": [
        "plot_local_taylor"
      ]
    },
    {
      "page": "plot_reversal_cone",
      "title": "Reversal cone geometry plot",
      "topics": [
        "plot_reversal_cone"
      ]
    },
    {
      "page": "plot_robustness_curve",
      "title": "Plot a robustness curve",
      "topics": [
        "plot_robustness_curve"
      ]
    },
    {
      "page": "plot_sensitivity_contour",
      "title": "Sensitivity contour plot",
      "topics": [
        "plot_sensitivity_contour"
      ]
    },
    {
      "page": "plot_sensitivity_love",
      "title": "Sensitivity Love plot",
      "topics": [
        "plot_sensitivity_love"
      ]
    },
    {
      "page": "print.confoundsens",
      "title": "Print method for confoundsens objects",
      "topics": [
        "print.confoundsens"
      ]
    },
    {
      "page": "simulate_taylor_demo",
      "title": "Simulate demo confounding paths for Taylor panel figures",
      "topics": [
        "simulate_taylor_demo"
      ]
    },
    {
      "page": "summary.confoundsens",
      "title": "Summary method for confoundsens objects",
      "topics": [
        "summary.confoundsens"
      ]
    }
  ],
  "_readme": "https://github.com/subirhait/confoundvis/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "cpp11",
    "farver",
    "ggplot2",
    "glue",
    "gtable",
    "isoband",
    "labeling",
    "lifecycle",
    "R6",
    "RColorBrewer",
    "rlang",
    "S7",
    "scales",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_vignettes": [
    {
      "source": "confoundvis-intro.Rmd",
      "filename": "confoundvis-intro.html",
      "title": "Introduction to confoundvis",
      "author": "Subir Hait",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Overview",
        "The confoundsens object",
        "Robustness curve",
        "Sensitivity contour plot",
        "Sensitivity Love plot",
        "Local Taylor diagnostic",
        "Fitting a local quadratic",
        "Simulating curvature regimes",
        "References"
      ],
      "created": "2026-03-23 19:23:31",
      "modified": "2026-03-23 19:23:31",
      "commits": 1
    }
  ],
  "_score": 4,
  "_indexed": true,
  "_nocasepkg": "confoundvis",
  "_universes": [
    "subirhait",
    "causalfragility-lab"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-09-20T09:23:40.000Z",
      "distro": "resolute",
      "commit": "bd9347316b24d0b801d229474918f7a2e471758f",
      "fileid": "https://r2.ropensci.org/d1596e5db8e0a2d89926d019638e1d9d55decb83e2a64eae4337eb30e81b14ec",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501943667"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-09-20T09:23:51.000Z",
      "distro": "resolute",
      "commit": "bd9347316b24d0b801d229474918f7a2e471758f",
      "fileid": "https://r2.ropensci.org/11b097d38e458880f4060bea139100960d9513c288a3d00bebb123bd4465ad09",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501943667"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-09-20T09:24:14.000Z",
      "commit": "bd9347316b24d0b801d229474918f7a2e471758f",
      "fileid": "https://r2.ropensci.org/69a013c4a66c115ea6276a4bf7406720846df378578800c50ceaccab76be85a9",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501943667"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-09-20T09:23:47.000Z",
      "commit": "bd9347316b24d0b801d229474918f7a2e471758f",
      "fileid": "https://r2.ropensci.org/ee69eadc29bc0cb9388be0f1652fd58c6dc0880f12b8cfe5bfaa533471d6a3bb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501943667"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.0",
      "date": "2026-09-20T09:23:32.000Z",
      "commit": "bd9347316b24d0b801d229474918f7a2e471758f",
      "fileid": "https://r2.ropensci.org/f5d5f2a9ff9fffefbefc6d950f5390e42ca91339b864bfa0bd8ed136066e903c",
      "status": "success",
      "buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501943667"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-09-20T09:22:38.000Z",
      "commit": "bd9347316b24d0b801d229474918f7a2e471758f",
      "fileid": "https://r2.ropensci.org/548bbecba00309fb399fc88ccea0486abaca8558d849274ad202a0d4b481c0c5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501943667"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-09-20T09:22:44.000Z",
      "commit": "bd9347316b24d0b801d229474918f7a2e471758f",
      "fileid": "https://r2.ropensci.org/92aba5d62e066424a51565596854fad867fc0b2ed7797471217e8934ebe82b0a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501943667"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-09-20T09:22:30.000Z",
      "commit": "bd9347316b24d0b801d229474918f7a2e471758f",
      "fileid": "https://r2.ropensci.org/689f430fcea61efff715d16a6dc14b94cefbf5e2ed99da7f5de63b76dd99f24a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501943667"
    }
  ]
}