{
  "_id": "6a55c757ff0138dec5d68ce9",
  "Package": "betaDelta",
  "Title": "Confidence Intervals for Standardized Regression Coefficients",
  "Version": "1.0.7.9000",
  "Authors@R": "person(given = \"Ivan Jacob Agaloos\",\nfamily = \"Pesigan\",\nrole = c(\"aut\", \"cre\", \"cph\"),\nemail = \"r.jeksterslab@gmail.com\",\ncomment = c(ORCID = \"0000-0003-4818-8420\"))",
  "Description": "Generates confidence intervals for standardized regression\ncoefficients using delta method standard errors for models\nfitted by lm() as described in Yuan and Chan (2011)\n<doi:10.1007/s11336-011-9224-6> and Jones and Waller (2015)\n<doi:10.1007/s11336-013-9380-y>. The package can also be used\nto generate confidence intervals for differences of\nstandardized regression coefficients and as a general approach\nto performing the delta method. A description of the package\nand code examples are presented in Pesigan, Sun, and Cheung\n(2023) <doi:10.1080/00273171.2023.2201277>.",
  "URL": "https://github.com/jeksterslab/betaDelta,\nhttps://jeksterslab.github.io/betaDelta/",
  "BugReports": "https://github.com/jeksterslab/betaDelta/issues",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "Roxygen": "list(markdown = TRUE)",
  "Config/roxygen2/version": "8.0.0.9000",
  "Repository": "https://jeksterslab.r-universe.dev",
  "Date/Publication": "2026-06-13 23:48:07 UTC",
  "RemoteUrl": "https://github.com/jeksterslab/betaDelta",
  "RemoteRef": "HEAD",
  "RemoteSha": "f94c824e600a02916c04d1c74b12671e0cbb0578",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-07-14 05:18:40 UTC",
    "User": "root"
  },
  "Author": "Ivan Jacob Agaloos Pesigan [aut, cre, cph] (ORCID:\n<https://orcid.org/0000-0003-4818-8420>)",
  "Maintainer": "Ivan Jacob Agaloos Pesigan <r.jeksterslab@gmail.com>",
  "_user": "jeksterslab",
  "_type": "src",
  "_file": "betaDelta_1.0.7.9000.tar.gz",
  "_fileid": "https://r2.ropensci.org/fb39d33c0d7c5f82d3d580332c7ae2018bf997a5198668406a6ae2a2020952db",
  "_filesize": 166746,
  "_sha256": "fb39d33c0d7c5f82d3d580332c7ae2018bf997a5198668406a6ae2a2020952db",
  "_expires": "2026-10-22T05:21:24.000Z",
  "_created": "2026-07-14T05:18:40.000Z",
  "_published": "2026-07-14T05:21:26.687Z",
  "_jobs": [
    {
      "job": 87006147841,
      "time": 122,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8301054887"
    },
    {
      "job": 87006147835,
      "time": 126,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8301055524"
    },
    {
      "job": 87006147825,
      "time": 88,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8301045712"
    },
    {
      "job": 87006147833,
      "time": 83,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8301043884"
    },
    {
      "job": 87005779409,
      "time": 166,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8301020137"
    },
    {
      "job": 87006147827,
      "time": 125,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "8301055610"
    },
    {
      "job": 87006147845,
      "time": 65,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8301039155"
    },
    {
      "job": 87006147864,
      "time": 82,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8301043793"
    },
    {
      "job": 87006147848,
      "time": 65,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8301039037"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/jeksterslab/actions/runs/29308068080",
  "_status": "success",
  "_upstream": "https://github.com/jeksterslab/betaDelta",
  "_commit": {
    "id": "f94c824e600a02916c04d1c74b12671e0cbb0578",
    "author": "jeksterslab <jeksterslab@users.noreply.github.com>",
    "committer": "jeksterslab <jeksterslab@users.noreply.github.com>",
    "message": "Automated build [skip ci].\n\nFiles changed:\nA\t.Rbuildignore\nA\t.setup/build/betaDelta.pdf\nA\t.setup/build/betaDelta_1.0.7.9000.tar.gz\nA\t.setup/latex/bib/quarto.bib\nA\tCITATION.cff\nM\tDESCRIPTION\nA\tLICENSE\nA\tLICENSE.md\nA\tNAMESPACE\nA\tR/betaSandwich-jacobian-diff-beta-star-wrt-beta-star-dot.R\nA\tR/dataSets-nas1982.R\nA\tR/deltaMethod-acov-delta.R\nA\tR/deltaMethod-delta-ci-dot.R\nA\tR/deltaMethod-delta-generic.R\nA\tR/deltaMethod-delta.R\nA\tR/deltaMethod-methods.R\nA\tR/gammaADF-gamma-adf-consistent-dot.R\nA\tR/gammaADF-gamma-adf-unbiased-dot.R\nA\tR/gammaN-gamma-mvn-dot.R\nA\tR/linearAlgebra-d-mat-dot.R\nA\tR/linearAlgebra-d-of-mat-dot.R\nA\tR/linearAlgebra-diag-of-vech-dot.R\nA\tR/linearAlgebra-pinv-of-d-mat-dot.R\nA\tR/linearAlgebra-vec-dot.R\nA\tR/linearAlgebra-vech-dot.R\nA\tR/linearAlgebra-vech-names-dot.R\nA\tR/processLM-dif-dot.R\nA\tR/processLM-process-lm-dot.R\nA\tR/rhoMatrix-rho-of-sigma-dot.R\nA\tR/strRegression-beta-star-of-rho-dot.R\nA\tR/strRegression-jacobian-beta-star-wrt-vech-sigma-dot.R\nA\tR/strRegression-moments-index-dot.R\nA\tR/strRegression-p-cor-sq-dot.R\nA\tR/strRegression-r-sq-bar-dot.R\nA\tR/strRegression-r-sq-of-sigma-dot.R\nA\tR/strRegression-s-p-cor-dot.R\nA\tR/wald-ci-wald-dot.R\nA\tR/wald-probs-of-alpha-dot.R\nA\tREADME.md\nM\tdata/nas1982.rda\nA\tman/BetaDelta.Rd\nA\tman/Delta.Rd\nA\tman/DeltaGeneric.Rd\nA\tman/DiffBetaDelta.Rd\nA\tman/betaDelta-package.Rd\nA\tman/coef.betadelta.Rd\nA\tman/coef.deltamethod.Rd\nA\tman/coef.diffbetadelta.Rd\nA\tman/confint.betadelta.Rd\nA\tman/confint.deltamethod.Rd\nA\tman/confint.diffbetadelta.Rd\nA\tman/nas1982.Rd\nA\tman/print.betadelta.Rd\nA\tman/print.deltamethod.Rd\nA\tman/print.diffbetadelta.Rd\nA\tman/summary.betadelta.Rd\nA\tman/summary.deltamethod.Rd\nA\tman/summary.diffbetadelta.Rd\nA\tman/vcov.betadelta.Rd\nA\tman/vcov.deltamethod.Rd\nA\tman/vcov.diffbetadelta.Rd\nM\tproject.Rproj\nA\tvignettes/example-beta-delta.Rmd\nA\tvignettes/example-delta-generic.Rmd\nA\tvignettes/example-delta.Rmd\nA\tvignettes/example-diff-beta-delta.Rmd\nA\tvignettes/session.Rmd\nA\tvignettes/vignettes.bib\n",
    "time": 1781394487
  },
  "_maintainer": {
    "name": "Ivan Jacob Agaloos Pesigan",
    "email": "r.jeksterslab@gmail.com",
    "login": "jeksterslab",
    "description": "",
    "uuid": 11383089,
    "orcid": "0000-0003-4818-8420"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "numDeriv",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "betaSandwich",
      "role": "Suggests"
    },
    {
      "package": "betaMC",
      "role": "Suggests"
    },
    {
      "package": "betaNB",
      "role": "Suggests"
    }
  ],
  "_owner": "jeksterslab",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-30",
      "n": 6
    },
    {
      "week": "2025-42",
      "n": 14
    },
    {
      "week": "2026-09",
      "n": 9
    },
    {
      "week": "2026-24",
      "n": 14
    }
  ],
  "_tags": [
    {
      "name": "v1.0.6",
      "date": "2025-10-19"
    },
    {
      "name": "v1.0.7",
      "date": "2026-06-11"
    }
  ],
  "_topics": [
    "confidence-intervals",
    "delta-method-standard-errors",
    "standardized-regression-coefficients"
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "jeksterslab",
      "count": 273,
      "uuid": 11383089
    }
  ],
  "_userbio": {
    "uuid": 11383089,
    "type": "user",
    "name": "Ivan Jacob Agaloos Pesigan",
    "followers": 11
  },
  "_downloads": {
    "count": 608,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/betaDelta"
  },
  "_devurl": "https://github.com/jeksterslab/betadelta",
  "_pkgdown": "https://jeksterslab.github.io/betaDelta/",
  "_searchresults": 21,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/betaDelta.html",
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/jeksterslab/betadelta",
  "_realowner": "jeksterslab",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2022-12-19"
    },
    {
      "version": "1.0.1",
      "date": "2023-04-25"
    },
    {
      "version": "1.0.2",
      "date": "2023-07-09"
    },
    {
      "version": "1.0.3",
      "date": "2023-10-15"
    },
    {
      "version": "1.0.4",
      "date": "2023-11-03"
    },
    {
      "version": "1.0.5",
      "date": "2024-04-14"
    },
    {
      "version": "1.0.6",
      "date": "2025-10-19"
    },
    {
      "version": "1.0.7",
      "date": "2026-06-11"
    }
  ],
  "_exports": [
    "BetaDelta",
    "Delta",
    "DeltaGeneric",
    "DiffBetaDelta"
  ],
  "_datasets": [
    {
      "name": "nas1982",
      "title": "1982 National Academy of Sciences Doctoral Programs Data",
      "object": "nas1982",
      "class": [
        "data.frame"
      ],
      "fields": [
        "QUALITY",
        "NFACUL",
        "NGRADS",
        "PCTSUPP",
        "PCTGRT",
        "NARTIC",
        "PCTPUB"
      ],
      "rows": 46,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "BetaDelta",
      "title": "Estimate Standardized Regression Coefficients and the Corresponding Sampling Covariance Matrix",
      "concept": [
        "Beta Delta Functions"
      ],
      "topics": [
        "BetaDelta"
      ]
    },
    {
      "page": "coef.betadelta",
      "title": "Standardized Regression Slopes",
      "topics": [
        "coef.betadelta"
      ]
    },
    {
      "page": "coef.deltamethod",
      "title": "Estimates",
      "topics": [
        "coef.deltamethod"
      ]
    },
    {
      "page": "coef.diffbetadelta",
      "title": "Differences of Standardized Regression Slopes",
      "topics": [
        "coef.diffbetadelta"
      ]
    },
    {
      "page": "confint.betadelta",
      "title": "Confidence Intervals for Standardized Regression Slopes",
      "topics": [
        "confint.betadelta"
      ]
    },
    {
      "page": "confint.deltamethod",
      "title": "Confidence Intervals",
      "topics": [
        "confint.deltamethod"
      ]
    },
    {
      "page": "confint.diffbetadelta",
      "title": "Confidence Intervals for Differences of Standardized Regression Slopes",
      "topics": [
        "confint.diffbetadelta"
      ]
    },
    {
      "page": "Delta",
      "title": "Delta Method",
      "concept": [
        "Delta Method Functions"
      ],
      "topics": [
        "Delta"
      ]
    },
    {
      "page": "DeltaGeneric",
      "title": "Delta Method (Generic Object Input)",
      "concept": [
        "Delta Method Functions"
      ],
      "topics": [
        "DeltaGeneric"
      ]
    },
    {
      "page": "DiffBetaDelta",
      "title": "Estimate Differences of Standardized Slopes and the Corresponding Sampling Covariance Matrix",
      "concept": [
        "Beta Delta Functions"
      ],
      "topics": [
        "DiffBetaDelta"
      ]
    },
    {
      "page": "nas1982",
      "title": "1982 National Academy of Sciences Doctoral Programs Data",
      "topics": [
        "nas1982"
      ]
    },
    {
      "page": "print.betadelta",
      "title": "Print Method for an Object of Class 'betadelta'",
      "topics": [
        "print.betadelta"
      ]
    },
    {
      "page": "print.deltamethod",
      "title": "Print Method for an Object of Class 'deltamethod'",
      "topics": [
        "print.deltamethod"
      ]
    },
    {
      "page": "print.diffbetadelta",
      "title": "Print Method for an Object of Class 'diffbetadelta'",
      "topics": [
        "print.diffbetadelta"
      ]
    },
    {
      "page": "summary.betadelta",
      "title": "Summary Method for an Object of Class 'betadelta'",
      "topics": [
        "summary.betadelta"
      ]
    },
    {
      "page": "summary.deltamethod",
      "title": "Summary Method for an Object of Class 'deltamethod'",
      "topics": [
        "summary.deltamethod"
      ]
    },
    {
      "page": "summary.diffbetadelta",
      "title": "Summary Method for an Object of Class 'diffbetadelta'",
      "topics": [
        "summary.diffbetadelta"
      ]
    },
    {
      "page": "vcov.betadelta",
      "title": "Sampling Covariance Matrix of the Standardized Regression Slopes",
      "topics": [
        "vcov.betadelta"
      ]
    },
    {
      "page": "vcov.deltamethod",
      "title": "Sampling Covariance Matrix",
      "topics": [
        "vcov.deltamethod"
      ]
    },
    {
      "page": "vcov.diffbetadelta",
      "title": "Sampling Covariance Matrix of Differences of Standardized Regression Slopes",
      "topics": [
        "vcov.diffbetadelta"
      ]
    }
  ],
  "_readme": "https://github.com/jeksterslab/betaDelta/raw/HEAD/README.md",
  "_rundeps": [
    "numDeriv"
  ],
  "_score": 3.6232492903979003,
  "_indexed": true,
  "_nocasepkg": "betadelta",
  "_universes": [
    "jeksterslab"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.7.9000",
      "date": "2026-07-14T05:20:45.000Z",
      "distro": "resolute",
      "commit": "f94c824e600a02916c04d1c74b12671e0cbb0578",
      "fileid": "https://r2.ropensci.org/cbf3bf82721fb744c09a9a56cf1e269479de831929a0e99593caaaa17d948c47",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jeksterslab/actions/runs/29308068080"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.7.9000",
      "date": "2026-07-14T05:20:48.000Z",
      "distro": "resolute",
      "commit": "f94c824e600a02916c04d1c74b12671e0cbb0578",
      "fileid": "https://r2.ropensci.org/59000f05caff088bfd597b6661c894f4a1192e886dcd276c0c64fc63d18ebf23",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jeksterslab/actions/runs/29308068080"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.7.9000",
      "date": "2026-07-14T05:20:15.000Z",
      "commit": "f94c824e600a02916c04d1c74b12671e0cbb0578",
      "fileid": "https://r2.ropensci.org/04f5ed42af88d6f2a823098917619f473079097b83a38b28dbf756918a49e359",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jeksterslab/actions/runs/29308068080"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.0.7.9000",
      "date": "2026-07-14T05:20:07.000Z",
      "commit": "f94c824e600a02916c04d1c74b12671e0cbb0578",
      "fileid": "https://r2.ropensci.org/626ad5deed03d47265ec611178bb6953c05d3bd436bf8b39f62ae10da31d11bd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jeksterslab/actions/runs/29308068080"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.7.9000",
      "date": "2026-07-14T05:20:58.000Z",
      "commit": "f94c824e600a02916c04d1c74b12671e0cbb0578",
      "fileid": "https://r2.ropensci.org/fd2f08fe601eb63fac9ebe7e6dba89852cf179b80e94faac48a311c2760c32b7",
      "status": "success",
      "buildurl": "https://github.com/r-universe/jeksterslab/actions/runs/29308068080"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.7.9000",
      "date": "2026-07-14T05:19:45.000Z",
      "commit": "f94c824e600a02916c04d1c74b12671e0cbb0578",
      "fileid": "https://r2.ropensci.org/f7b4fc3e0cdb63b95cb65cd340e89526af22c48532ef41fc6b19a4a0ac6f216d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jeksterslab/actions/runs/29308068080"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.7.9000",
      "date": "2026-07-14T05:20:01.000Z",
      "commit": "f94c824e600a02916c04d1c74b12671e0cbb0578",
      "fileid": "https://r2.ropensci.org/d5529269a22c801e01295b68f837ed6332889612f92a983e86d5900d08102f72",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jeksterslab/actions/runs/29308068080"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.7.9000",
      "date": "2026-07-14T05:19:45.000Z",
      "commit": "f94c824e600a02916c04d1c74b12671e0cbb0578",
      "fileid": "https://r2.ropensci.org/cb58a557f82def918873dbacafb95e1d789ecdfc16e0f1e8e57ba3b78599c0a2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jeksterslab/actions/runs/29308068080"
    }
  ]
}