{
  "_id": "6a2bb570578398594319862e",
  "Package": "betaMC",
  "Title": "Monte Carlo for Regression Effect Sizes",
  "Version": "1.3.4",
  "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 Monte Carlo confidence intervals for\nstandardized regression coefficients (beta) and other effect\nsizes, including multiple correlation, semipartial\ncorrelations, improvement in R-squared, squared partial\ncorrelations, and differences in standardized regression\ncoefficients, for models fitted by lm(). 'betaMC' combines\nideas from Monte Carlo confidence intervals for the indirect\neffect (Pesigan and Cheung, 2024\n<doi:10.3758/s13428-023-02114-4>) and the sampling covariance\nmatrix of regression coefficients (Dudgeon, 2017\n<doi:10.1007/s11336-017-9563-z>) to generate confidence\nintervals effect sizes in regression.",
  "URL": "https://github.com/jeksterslab/betaMC,\nhttps://jeksterslab.github.io/betaMC/",
  "BugReports": "https://github.com/jeksterslab/betaMC/issues",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "Config/roxygen2/version": "8.0.0.9000",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-12 07:27:10 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>",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2026-06-11 23:30:07 UTC",
  "RemoteUrl": "https://github.com/cran/betaMC",
  "RemoteRef": "HEAD",
  "RemoteSha": "c5f711700fb4b43c109429cc9e3a759769c09c5a",
  "MD5sum": "4d544b6053108a355dd44be2678c83cc",
  "_user": "cran",
  "_type": "src",
  "_file": "betaMC_1.3.4.tar.gz",
  "_fileid": "4036aab33580d944063e878c33cc9537e58d35ac0eb6f834795559ba197801d3",
  "_filesize": 251225,
  "_sha256": "4036aab33580d944063e878c33cc9537e58d35ac0eb6f834795559ba197801d3",
  "_created": "2026-06-12T07:27:10.000Z",
  "_published": "2026-06-12T07:29:52.482Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 80979930454,
      "time": 129,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7585613730"
    },
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      "job": 80979930470,
      "time": 127,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
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      "artifact": "7585613552"
    },
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      "time": 180,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7585575742"
    },
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      "time": 107,
      "config": "wasm-release",
      "r": "4.6.0",
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      "artifact": "7585607319"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/27401193534",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/betaMC",
  "_commit": {
    "id": "c5f711700fb4b43c109429cc9e3a759769c09c5a",
    "author": "Ivan Jacob Agaloos Pesigan <r.jeksterslab@gmail.com>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.3.4\n",
    "time": 1781220607
  },
  "_maintainer": {
    "name": "Ivan Jacob Agaloos Pesigan",
    "email": "r.jeksterslab@gmail.com",
    "login": "jeksterslab",
    "description": "",
    "uuid": 11383089,
    "orcid": "0000-0003-4818-8420"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "MASS",
      "role": "Suggests"
    },
    {
      "package": "mice",
      "role": "Suggests"
    },
    {
      "package": "Amelia",
      "role": "Suggests"
    },
    {
      "package": "betaDelta",
      "role": "Suggests"
    },
    {
      "package": "betaSandwich",
      "role": "Suggests"
    },
    {
      "package": "betaNB",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-42",
      "n": 1
    },
    {
      "week": "2026-24",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "1.3.3",
      "date": "2025-10-19"
    },
    {
      "name": "1.3.4",
      "date": "2026-06-11"
    }
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "jeksterslab",
      "count": 7,
      "uuid": 11383089
    }
  ],
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 463,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/betaMC"
  },
  "_devurl": "https://github.com/jeksterslab/betamc",
  "_pkgdown": "https://jeksterslab.github.io/betaMC/",
  "_searchresults": 22,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/betaMC.html",
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "LICENSE",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/jeksterslab/betamc",
  "_realowner": "jeksterslab",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2023-01-09"
    },
    {
      "version": "1.2.0",
      "date": "2023-04-13"
    },
    {
      "version": "1.3.0",
      "date": "2023-08-24"
    },
    {
      "version": "1.3.1",
      "date": "2023-10-15"
    },
    {
      "version": "1.3.2",
      "date": "2024-04-14"
    },
    {
      "version": "1.3.3",
      "date": "2025-10-19"
    },
    {
      "version": "1.3.4",
      "date": "2026-06-12"
    }
  ],
  "_exports": [
    "BetaMC",
    "DeltaRSqMC",
    "DiffBetaMC",
    "MC",
    "MCMI",
    "PCorMC",
    "RSqMC",
    "SCorMC"
  ],
  "_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": "BetaMC",
      "title": "Estimate Standardized Regression Coefficients and Generate the Corresponding Sampling Distribution Using the Monte Carlo Method",
      "concept": [
        "Beta Monte Carlo Functions"
      ],
      "topics": [
        "BetaMC"
      ]
    },
    {
      "page": "coef.betamc",
      "title": "Estimated Parameter Method for an Object of Class 'betamc'",
      "topics": [
        "coef.betamc"
      ]
    },
    {
      "page": "confint.betamc",
      "title": "Confidence Intervals Method for an Object of Class 'betamc'",
      "topics": [
        "confint.betamc"
      ]
    },
    {
      "page": "DeltaRSqMC",
      "title": "Estimate Improvement in R-Squared and Generate the Corresponding Sampling Distribution Using the Monte Carlo Method",
      "concept": [
        "Beta Monte Carlo Functions"
      ],
      "topics": [
        "DeltaRSqMC"
      ]
    },
    {
      "page": "DiffBetaMC",
      "title": "Estimate Differences of Standardized Slopes and Generate the Corresponding Sampling Distribution Using the Monte Carlo Method",
      "concept": [
        "Beta Monte Carlo Functions"
      ],
      "topics": [
        "DiffBetaMC"
      ]
    },
    {
      "page": "MC",
      "title": "Generate the Sampling Distribution of Regression Parameters Using the Monte Carlo Method",
      "concept": [
        "Beta Monte Carlo Functions"
      ],
      "topics": [
        "MC"
      ]
    },
    {
      "page": "MCMI",
      "title": "Generate the Sampling Distribution of Regression Parameters Using the Monte Carlo Method for Data with Missing Values",
      "concept": [
        "Beta Monte Carlo Functions"
      ],
      "topics": [
        "MCMI"
      ]
    },
    {
      "page": "nas1982",
      "title": "1982 National Academy of Sciences Doctoral Programs Data",
      "topics": [
        "nas1982"
      ]
    },
    {
      "page": "PCorMC",
      "title": "Estimate Squared Partial Correlation Coefficients and Generate the Corresponding Sampling Distribution Using the Monte Carlo Method",
      "concept": [
        "Beta Monte Carlo Functions"
      ],
      "topics": [
        "PCorMC"
      ]
    },
    {
      "page": "print.betamc",
      "title": "Print Method for an Object of Class 'betamc'",
      "topics": [
        "print.betamc"
      ]
    },
    {
      "page": "print.mc",
      "title": "Print Method for an Object of Class 'mc'",
      "topics": [
        "print.mc"
      ]
    },
    {
      "page": "RSqMC",
      "title": "Estimate Multiple Correlation Coefficients (R-Squared and Adjusted R-Squared) and Generate the Corresponding Sampling Distribution Using the Monte Carlo Method",
      "concept": [
        "Beta Monte Carlo Functions"
      ],
      "topics": [
        "RSqMC"
      ]
    },
    {
      "page": "SCorMC",
      "title": "Estimate Semipartial Correlation Coefficients and Generate the Corresponding Sampling Distribution Using the Monte Carlo Method",
      "concept": [
        "Beta Monte Carlo Functions"
      ],
      "topics": [
        "SCorMC"
      ]
    },
    {
      "page": "summary.betamc",
      "title": "Summary Method for an Object of Class 'betamc'",
      "topics": [
        "summary.betamc"
      ]
    },
    {
      "page": "summary.mc",
      "title": "Summary Method for an Object of Class 'mc'",
      "topics": [
        "summary.mc"
      ]
    },
    {
      "page": "vcov.betamc",
      "title": "Sampling Variance-Covariance Matrix Method for an Object of Class 'betamc'",
      "topics": [
        "vcov.betamc"
      ]
    }
  ],
  "_rundeps": [],
  "_score": 1.6434526764861874,
  "_indexed": false,
  "_nocasepkg": "betamc",
  "_universes": [
    "cran"
  ],
  "_indexurl": "https://jeksterslab.r-universe.dev/betaMC",
  "_previous": "1.3.3",
  "_binaries": [
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      "os": "linux",
      "version": "1.3.4",
      "date": "2026-06-12T07:29:22.000Z",
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      "status": "success",
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      "buildurl": "https://github.com/r-universe/cran/actions/runs/27401193534"
    },
    {
      "r": "4.6.0",
      "os": "linux",
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      "date": "2026-06-12T07:29:21.000Z",
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      "fileid": "3a121aa9733eee1c4d0ff7affaa1dd581bc428ea31d0a7586a0b2f4f2d18826d",
      "status": "success",
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      "buildurl": "https://github.com/r-universe/cran/actions/runs/27401193534"
    },
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      "r": "4.6.0",
      "os": "wasm",
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      "date": "2026-06-12T07:29:14.000Z",
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}