{
  "_id": "6ad0a4ed6b17e486a12d63ab",
  "Package": "PoolBal",
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  "Encoding": "UTF-8",
  "Title": "Balancing Central and Marginal Rejection of Pooled p-Values",
  "Description": "When using pooled p-values to adjust for multiple testing,\nthere is an inherent balance that must be struck between\nrejection based on weak evidence spread among many tests and\nstrong evidence in a few, explored in Salahub and Olford (2023)\n<arXiv:2310.16600>. This package provides functionality to\ncompute marginal and central rejection levels and the\ncentrality quotient for p-value pooling functions and provides\nimplementations of the chi-squared quantile pooled p-value\n(described in Salahub and Oldford (2023)) and a proposal from\nHeard and Rubin-Delanchy (2018) <doi:10.1093/biomet/asx076> to\ncontrol the quotient's value.",
  "Authors@R": "c(person(given = \"Chris\", family = \"Salahub\", role = c(\"aut\", \"cre\"), email = \"chris.salahub@uwaterloo.ca\"))",
  "Author": "Chris Salahub [aut, cre]",
  "Maintainer": "Chris Salahub <chris.salahub@uwaterloo.ca>",
  "License": "GPL (>= 3)",
  "NeedsCompilation": "no",
  "RoxygenNote": "7.2.3",
  "Packaged": {
    "Date": "2026-10-15 10:01:05 UTC",
    "User": "root"
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  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2023-11-23 02:37:11 UTC",
  "RemoteUrl": "https://github.com/cran/PoolBal",
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    "author": "Chris Salahub <chris.salahub@uwaterloo.ca>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.1-0\n",
    "time": 1700707031
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  "_maintainer": {
    "name": "Chris Salahub",
    "email": "chris.salahub@uwaterloo.ca"
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    "name": "cran",
    "followers": 630,
    "description": "Unofficial read-only mirror of all CRAN R packages"
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    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/PoolBal"
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  "_assets": [
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    "extra/citation.html",
    "extra/citation.json",
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      "date": "2023-11-22"
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  "_exports": [
    "altFrequencyMat",
    "betaDiv",
    "chiKappa",
    "chiPc",
    "chiPool",
    "chiPr",
    "chiQ",
    "convertGeneticSigma",
    "estimatePc",
    "estimatePrb",
    "estimateQ",
    "findA",
    "hrPc",
    "hrPool",
    "hrPr",
    "hrQ",
    "hrStat",
    "klDiv",
    "marHistHeatMap",
    "rBetaH3",
    "rBetaH4",
    "satterApproxP",
    "satterChiPool"
  ],
  "_help": [
    {
      "page": "altFrequencyMat",
      "title": "Identify a region of plausible alternative hypotheses in the proportion, strength of non-null evidence space",
      "topics": [
        "altFrequencyMat"
      ]
    },
    {
      "page": "betaDiv",
      "title": "Compute the Kullback-Leibler divergence between the beta and uniform distributions",
      "topics": [
        "betaDiv"
      ]
    },
    {
      "page": "chiKappa",
      "title": "Chi-squared kappa for a given centrality quotient",
      "topics": [
        "chiKappa"
      ]
    },
    {
      "page": "chiPc",
      "title": "Chi-squared central rejection level",
      "topics": [
        "chiPc"
      ]
    },
    {
      "page": "chiPool",
      "title": "Chi-squared p-value pooling",
      "topics": [
        "chiPool"
      ]
    },
    {
      "page": "chiPr",
      "title": "Chi-squared marginal rejection level",
      "topics": [
        "chiPr"
      ]
    },
    {
      "page": "chiQ",
      "title": "Chi-squared centrality quotient",
      "topics": [
        "chiQ"
      ]
    },
    {
      "page": "convertGeneticSigma",
      "title": "Convert p-value correlation to chi-squared covariance",
      "topics": [
        "convertGeneticSigma"
      ]
    },
    {
      "page": "estimatePc",
      "title": "Compute the central rejection level",
      "topics": [
        "estimatePc"
      ]
    },
    {
      "page": "estimatePrb",
      "title": "Compute the marginal rejection level",
      "topics": [
        "estimatePrb"
      ]
    },
    {
      "page": "estimateQ",
      "title": "Compute the centrality quotient",
      "topics": [
        "estimateQ"
      ]
    },
    {
      "page": "findA",
      "title": "Estimate parameter for a given beta KL divergence and UMP test",
      "topics": [
        "findA"
      ]
    },
    {
      "page": "hrPc",
      "title": "Empirical UMP beta central rejection level",
      "topics": [
        "hrPc"
      ]
    },
    {
      "page": "hrPool",
      "title": "Empirical UMP beta pooled p-value",
      "topics": [
        "hrPool"
      ]
    },
    {
      "page": "hrPr",
      "title": "Empirical UMP beta marginal rejection level",
      "topics": [
        "hrPr"
      ]
    },
    {
      "page": "hrQ",
      "title": "Empirical UMP beta centrality quotient",
      "topics": [
        "hrQ"
      ]
    },
    {
      "page": "hrStat",
      "title": "UMP beta p-value pooled statistic",
      "topics": [
        "hrStat"
      ]
    },
    {
      "page": "klDiv",
      "title": "Compute the Kullback-Leibler divergence",
      "topics": [
        "klDiv"
      ]
    },
    {
      "page": "marHistHeatMap",
      "title": "Heatmap with marginal histograms",
      "topics": [
        "marHistHeatMap"
      ]
    },
    {
      "page": "alternatives",
      "title": "Generate realizations of beta alternative distributions",
      "topics": [
        "rBetaH3",
        "rBetaH4"
      ]
    },
    {
      "page": "satterApproxP",
      "title": "Satterthwaite p-values",
      "topics": [
        "satterApproxP"
      ]
    },
    {
      "page": "satterChiPool",
      "title": "Pool p-values using the Satterthwaite approximation",
      "topics": [
        "satterChiPool"
      ]
    }
  ],
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