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  "Package": "SHELF",
  "Title": "Tools to Support the Sheffield Elicitation Framework",
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  "Date": "2026-04-02",
  "Authors@R": "person(given = \"Jeremy\",\nfamily = \"Oakley\",\nrole = c(\"aut\", \"cre\"),\nemail = \"j.oakley@sheffield.ac.uk\")",
  "Description": "Implements various methods for eliciting a probability\ndistribution for a single parameter from an expert or a group\nof experts. The expert provides a small number of probability\njudgements, corresponding to points on his or her cumulative\ndistribution function. A range of parametric distributions can\nthen be fitted and displayed, with feedback provided in the\nform of fitted probabilities and percentiles. For multiple\nexperts, a weighted linear pool can be calculated. Also\nincludes functions for eliciting beliefs about population\ndistributions; eliciting multivariate distributions using a\nGaussian copula; eliciting a Dirichlet distribution; eliciting\ndistributions for variance parameters in a random effects\nmeta-analysis model; survival extrapolation. R Shiny apps for\nmost of the methods are included.",
  "License": "GPL-2 | GPL-3",
  "URL": "https://github.com/OakleyJ/SHELF",
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  "Repository": "https://oakleyj.r-universe.dev",
  "Date/Publication": "2026-04-02 15:23:39 UTC",
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  "Author": "Jeremy Oakley [aut, cre]",
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    "cdffeedback",
    "cdfplot",
    "compareGroupRIO",
    "compareIntervals",
    "condDirichlet",
    "copulaSample",
    "elicit",
    "elicitBivariate",
    "elicitConcProb",
    "elicitDirichlet",
    "elicitExtension",
    "elicitHeterogen",
    "elicitMixture",
    "elicitMultiple",
    "elicitQuartiles",
    "elicitSHELF",
    "elicitSurvivalExtrapolation",
    "elicitTertiles",
    "feedback",
    "feedbackDirichlet",
    "fitDirichlet",
    "fitdist",
    "fitprecision",
    "generateReport",
    "linearPoolDensity",
    "makeCDFPlot",
    "makeSurvivalTable",
    "pdfplots",
    "plinearpool",
    "plotConditionalDensities",
    "plotConditionalMedianFunction",
    "plotfit",
    "plotQuartiles",
    "plotTertiles",
    "qlinearpool",
    "rlinearpool",
    "roulette",
    "sampleFit",
    "sampleMarginalFit",
    "survivalExtrapolatePlot",
    "survivalModelExtrapolations",
    "survivalScenario"
  ],
  "_help": [
    {
      "page": "cdffeedback",
      "title": "Feedback for the elicited distribution of the population CDF",
      "topics": [
        "cdffeedback"
      ]
    },
    {
      "page": "cdfplot",
      "title": "Plot distribution of CDF",
      "topics": [
        "cdfplot"
      ]
    },
    {
      "page": "compareGroupRIO",
      "title": "Compare individual elicited distributions with linear pool and RIO distribution",
      "topics": [
        "compareGroupRIO"
      ]
    },
    {
      "page": "compareIntervals",
      "title": "Plot fitted intervals for each expert",
      "topics": [
        "compareIntervals"
      ]
    },
    {
      "page": "copulaSample",
      "title": "Generate correlated samples from elicited marginal distributions using a multivariate normal copula",
      "topics": [
        "copulaSample"
      ]
    },
    {
      "page": "elicit",
      "title": "Elicit judgements and fit distributions interactively",
      "topics": [
        "elicit",
        "elicitQuartiles",
        "elicitTertiles",
        "roulette"
      ]
    },
    {
      "page": "elicitBivariate",
      "title": "Elicit a bivariate distribution using a Gaussian copula",
      "topics": [
        "elicitBivariate",
        "elicitConcProb"
      ]
    },
    {
      "page": "elicitDirichlet",
      "title": "Elicit a Dirichlet distribution interactively",
      "topics": [
        "condDirichlet",
        "elicitDirichlet"
      ]
    },
    {
      "page": "elicitExtension",
      "title": "Elicitation with the extension method",
      "topics": [
        "elicitExtension"
      ]
    },
    {
      "page": "elicitHeterogen",
      "title": "Elicit a prior distribution for a random effects variance parameter",
      "topics": [
        "elicitHeterogen"
      ]
    },
    {
      "page": "elicitMixture",
      "title": "Elicit a mixture distribution using the extension method",
      "topics": [
        "elicitMixture"
      ]
    },
    {
      "page": "elicitMultiple",
      "title": "Elicit individual judgements and fit distributions for multiple experts",
      "topics": [
        "elicitMultiple"
      ]
    },
    {
      "page": "elicitSHELF",
      "title": "SHELF Elicitation",
      "topics": [
        "elicitSHELF"
      ]
    },
    {
      "page": "elicitSurvivalExtrapolation",
      "title": "Elicitation for survival extrapolation",
      "topics": [
        "elicitSurvivalExtrapolation"
      ]
    },
    {
      "page": "feedback",
      "title": "Report quantiles and probabilities from the fitted probability distributions",
      "topics": [
        "feedback"
      ]
    },
    {
      "page": "feedbackDirichlet",
      "title": "Calculate quantiles for the marginal distributions of a Dirichlet distribution",
      "topics": [
        "feedbackDirichlet"
      ]
    },
    {
      "page": "fitDirichlet",
      "title": "Fit a Dirichlet distribution to elicited marginal distributions for proportions",
      "topics": [
        "fitDirichlet"
      ]
    },
    {
      "page": "fitdist",
      "title": "Fit distributions to elicited probabilities",
      "topics": [
        "fitdist"
      ]
    },
    {
      "page": "fitprecision",
      "title": "Fit a distribution to judgements about a population precision",
      "topics": [
        "fitprecision"
      ]
    },
    {
      "page": "generateReport",
      "title": "Generate a report to show the fitted distributions",
      "topics": [
        "generateReport"
      ]
    },
    {
      "page": "linearPoolDensity",
      "title": "Obtain points on the density function of a linear pool",
      "topics": [
        "linearPoolDensity"
      ]
    },
    {
      "page": "makeCDFPlot",
      "title": "Plot the elicited cumulative probabilities",
      "topics": [
        "makeCDFPlot"
      ]
    },
    {
      "page": "makeSurvivalTable",
      "title": "Tabulate Summary Data for Survival Extrapolation",
      "topics": [
        "makeSurvivalTable"
      ]
    },
    {
      "page": "pdfplots",
      "title": "Plot fitted population pdfs",
      "topics": [
        "pdfplots"
      ]
    },
    {
      "page": "plinearpool",
      "title": "Probabilities quantiles and samples from a (weighted) linear pool",
      "topics": [
        "plinearpool",
        "qlinearpool",
        "rlinearpool"
      ]
    },
    {
      "page": "plotConditionalDensities",
      "title": "Plot density of the target variable, conditional on the extension variable",
      "topics": [
        "plotConditionalDensities"
      ]
    },
    {
      "page": "plotConditionalMedianFunction",
      "title": "Plot the conditional median function",
      "topics": [
        "plotConditionalMedianFunction"
      ]
    },
    {
      "page": "plotfit",
      "title": "Plot the fitted density function for one or more experts",
      "topics": [
        "plotfit"
      ]
    },
    {
      "page": "plotQuartiles",
      "title": "Plot elicited quartiles, median and plausible range for each expert",
      "topics": [
        "plotQuartiles"
      ]
    },
    {
      "page": "plotTertiles",
      "title": "Plot elicted tertiles, median and plausible range for each expert",
      "topics": [
        "plotTertiles"
      ]
    },
    {
      "page": "sampleFit",
      "title": "Sample from the elicited distributions",
      "topics": [
        "sampleFit"
      ]
    },
    {
      "page": "sampleMarginalFit",
      "title": "Sample from the marginal distribution of the target variable",
      "topics": [
        "sampleMarginalFit"
      ]
    },
    {
      "page": "survivalExtrapolatePlot",
      "title": "Plot survival data and elicited extrapolated intervals",
      "topics": [
        "survivalExtrapolatePlot"
      ]
    },
    {
      "page": "survivalModelExtrapolations",
      "title": "Compare Multiple Fitted Models for Survival Extrapolation",
      "topics": [
        "survivalModelExtrapolations"
      ]
    },
    {
      "page": "survivalScenario",
      "title": "Scenario Testing for Survival Extrapolation",
      "topics": [
        "survivalScenario"
      ]
    }
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