{
  "_id": "6a197767acfb0bcc41df2b1c",
  "Package": "robomit",
  "Version": "1.0.6",
  "Date": "2021-06-21",
  "Title": "Robustness Checks for Omitted Variable Bias",
  "Authors@R": "c(\nperson(given = \"Sergei\",\nfamily = \"Schaub\",\nrole = c(\"aut\", \"cre\"),\nemail = \"seschaub@ethz.ch\",\ncomment = c(ORCID = \"0000-0001-8477-3737\")),\nperson(\"ETH Zurich\",\nrole = c(\"cph\"))\n)",
  "Maintainer": "Sergei Schaub <seschaub@ethz.ch>",
  "Description": "Robustness checks for omitted variable bias. The package\nincludes robustness checks proposed by Oster (2019). robomit\nthe estimate i) the bias-adjusted treatment correlation or\neffect and ii) the degree of selection on unobservables\nrelative to observables (with respect to the treatment\nvariable) that would be necessary to eliminate the result based\non the framework by Oster (2019). Additionally, robomit offers\na set of sensitivity analysis and visualization functions. See:\nOster, E. 2019. <doi:10.1080/07350015.2016.1227711>.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.1.1",
  "Config/pak/sysreqs": "libicu-dev",
  "Repository": "https://seschaub.r-universe.dev",
  "Date/Publication": "2022-06-30 10:13:09 UTC",
  "RemoteUrl": "https://github.com/seschaub/robomit",
  "RemoteRef": "HEAD",
  "RemoteSha": "04a40e2683c66fc44ba59b94c1100786ebf9f6b8",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-29 09:49:35 UTC",
    "User": "root"
  },
  "Author": "Sergei Schaub [aut, cre] (ORCID:\n<https://orcid.org/0000-0001-8477-3737>),\nETH Zurich [cph]",
  "MD5sum": "7ba371236b53fc4408fcca76cf121195",
  "_user": "seschaub",
  "_type": "src",
  "_file": "robomit_1.0.6.tar.gz",
  "_fileid": "af24b441fb0ff2aafca2a071a19b059b7fbea7a1e3b76f983b49709aacca6623",
  "_filesize": 510442,
  "_sha256": "af24b441fb0ff2aafca2a071a19b059b7fbea7a1e3b76f983b49709aacca6623",
  "_created": "2026-05-29T09:49:35.000Z",
  "_published": "2026-05-29T11:24:23.459Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 78477765629,
      "time": 147,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7287946535"
    },
    {
      "job": 78477765829,
      "time": 148,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7287946807"
    },
    {
      "job": 78477765666,
      "time": 208,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7289471862"
    },
    {
      "job": 78477765711,
      "time": 165,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7289508851"
    },
    {
      "job": 78477148075,
      "time": 236,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7287901478"
    },
    {
      "job": 78477765616,
      "time": 125,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7287939122"
    },
    {
      "job": 78477765681,
      "time": 111,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7287935325"
    },
    {
      "job": 78477765727,
      "time": 103,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7287933339"
    },
    {
      "job": 78477765647,
      "time": 118,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7287937367"
    }
  ],
  "_buildurl": "https://github.com/r-universe/seschaub/actions/runs/26630279439",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/seschaub/robomit",
  "_commit": {
    "id": "04a40e2683c66fc44ba59b94c1100786ebf9f6b8",
    "author": "seschaub <44777479+seschaub@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Update README.md",
    "time": 1656583989
  },
  "_maintainer": {
    "name": "Sergei Schaub",
    "email": "seschaub@ethz.ch",
    "login": "seschaub",
    "twitter": "@SergeiSchaub",
    "description": "",
    "uuid": 44777479,
    "orcid": "0000-0001-8477-3737"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "plm",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "broom",
      "role": "Imports"
    },
    {
      "package": "tidyr",
      "role": "Imports"
    },
    {
      "package": "tibble",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    }
  ],
  "_owner": "seschaub",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "seschaub",
      "count": 13,
      "uuid": 44777479
    }
  ],
  "_userbio": {
    "uuid": 44777479,
    "type": "user",
    "name": "seschaub"
  },
  "_downloads": {
    "count": 296,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/robomit"
  },
  "_devurl": "https://github.com/seschaub/robomit",
  "_searchresults": 14,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/readme.html",
    "extra/readme.md",
    "extra/robomit.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/seschaub/robomit",
  "_realowner": "seschaub",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.3",
      "date": "2020-09-15"
    },
    {
      "version": "1.0.5",
      "date": "2021-01-25"
    },
    {
      "version": "1.0.6",
      "date": "2021-06-22"
    },
    {
      "version": "1.0.7",
      "date": "2025-01-31"
    }
  ],
  "_exports": [
    "o_beta",
    "o_beta_boot",
    "o_beta_boot_inf",
    "o_beta_boot_viz",
    "o_beta_rsq",
    "o_beta_rsq_viz",
    "o_delta",
    "o_delta_boot",
    "o_delta_boot_inf",
    "o_delta_boot_viz",
    "o_delta_rsq",
    "o_delta_rsq_viz"
  ],
  "_help": [
    {
      "page": "o_beta",
      "title": "beta*",
      "topics": [
        "o_beta"
      ]
    },
    {
      "page": "o_beta_boot",
      "title": "Bootstrapped beta*s",
      "topics": [
        "o_beta_boot"
      ]
    },
    {
      "page": "o_beta_boot_inf",
      "title": "Bootstrapped mean beta* and confidence intervals",
      "topics": [
        "o_beta_boot_inf"
      ]
    },
    {
      "page": "o_beta_boot_viz",
      "title": "Visualization of bootstrapped beta*s",
      "topics": [
        "o_beta_boot_viz"
      ]
    },
    {
      "page": "o_beta_rsq",
      "title": "beta*s over a range of maximum R-squares",
      "topics": [
        "o_beta_rsq"
      ]
    },
    {
      "page": "o_beta_rsq_viz",
      "title": "Visualization of beta*s over a range of maximum R-squares",
      "topics": [
        "o_beta_rsq_viz"
      ]
    },
    {
      "page": "o_delta",
      "title": "delta*",
      "topics": [
        "o_delta"
      ]
    },
    {
      "page": "o_delta_boot",
      "title": "Bootstrapped delta*s",
      "topics": [
        "o_delta_boot"
      ]
    },
    {
      "page": "o_delta_boot_inf",
      "title": "Bootstrapped mean delta* and confidence intervals",
      "topics": [
        "o_delta_boot_inf"
      ]
    },
    {
      "page": "o_delta_boot_viz",
      "title": "Visualization of bootstrapped delta*s",
      "topics": [
        "o_delta_boot_viz"
      ]
    },
    {
      "page": "o_delta_rsq",
      "title": "delta*s over a range of maximum R-squares",
      "topics": [
        "o_delta_rsq"
      ]
    },
    {
      "page": "o_delta_rsq_viz",
      "title": "Visualization of delta*s over a range of maximum R-squares",
      "topics": [
        "o_delta_rsq_viz"
      ]
    }
  ],
  "_readme": "https://github.com/seschaub/robomit/raw/HEAD/README.md",
  "_rundeps": [
    "backports",
    "bdsmatrix",
    "broom",
    "cli",
    "collapse",
    "cpp11",
    "digest",
    "dplyr",
    "farver",
    "Formula",
    "generics",
    "ggplot2",
    "glue",
    "gtable",
    "isoband",
    "labeling",
    "lattice",
    "lifecycle",
    "lmtest",
    "magrittr",
    "MASS",
    "maxLik",
    "miscTools",
    "nlme",
    "pillar",
    "pkgconfig",
    "plm",
    "purrr",
    "R6",
    "rbibutils",
    "RColorBrewer",
    "Rcpp",
    "Rdpack",
    "rlang",
    "S7",
    "sandwich",
    "scales",
    "stringi",
    "stringr",
    "tibble",
    "tidyr",
    "tidyselect",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr",
    "zoo"
  ],
  "_score": 2.845098040014257,
  "_indexed": true,
  "_nocasepkg": "robomit",
  "_universes": [
    "seschaub"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.6",
      "date": "2026-05-29T09:51:53.000Z",
      "distro": "noble",
      "commit": "04a40e2683c66fc44ba59b94c1100786ebf9f6b8",
      "fileid": "aaec0c6e32c754d5a3810777b8d6124df1637682cc57762fff0b71029142989d",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/seschaub/actions/runs/26630279439"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.0.6",
      "date": "2026-05-29T09:51:54.000Z",
      "distro": "noble",
      "commit": "04a40e2683c66fc44ba59b94c1100786ebf9f6b8",
      "fileid": "9d4254822e342d4c02f60d51f06f2ef1cc4d36de8dcbbae657bad2f36c1d9355",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/seschaub/actions/runs/26630279439"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.6",
      "date": "2026-05-29T11:20:58.000Z",
      "commit": "04a40e2683c66fc44ba59b94c1100786ebf9f6b8",
      "fileid": "36bc255d7b3f093f4fd8755eae5492315070d7c59c0c1137aadd30d800b56fd1",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/seschaub/actions/runs/26630279439"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.0.6",
      "date": "2026-05-29T11:23:08.000Z",
      "commit": "04a40e2683c66fc44ba59b94c1100786ebf9f6b8",
      "fileid": "7ea64f7d6023ba05568774f0715bf14e11558abf0264ab306d53bc81d87c3a56",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/seschaub/actions/runs/26630279439"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.6",
      "date": "2026-05-29T09:52:06.000Z",
      "commit": "04a40e2683c66fc44ba59b94c1100786ebf9f6b8",
      "fileid": "cb9042826ee27f37c05f068b8faed5268d2ccfc45e3a460e7109caaa80775ba0",
      "status": "success",
      "buildurl": "https://github.com/r-universe/seschaub/actions/runs/26630279439"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.6",
      "date": "2026-05-29T09:51:12.000Z",
      "commit": "04a40e2683c66fc44ba59b94c1100786ebf9f6b8",
      "fileid": "af899500438b109194a6c250446a6aeb14632a912563b7febba4a8e52672790d",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/seschaub/actions/runs/26630279439"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.6",
      "date": "2026-05-29T09:51:03.000Z",
      "commit": "04a40e2683c66fc44ba59b94c1100786ebf9f6b8",
      "fileid": "735d95d1d6413243137cd3dc1790fa726c1cac3288fda7eb223611366c7c0cf6",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/seschaub/actions/runs/26630279439"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.0.6",
      "date": "2026-05-29T09:51:12.000Z",
      "commit": "04a40e2683c66fc44ba59b94c1100786ebf9f6b8",
      "fileid": "19ad14eaa64915f0099cde5a22cb98fd70591e836f22e922bdcd79f2a817396f",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/seschaub/actions/runs/26630279439"
    }
  ]
}