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SHELF  

Tools to Support the Sheffield Elicitation Framework
View on CRAN: Click here


Download and install SHELF package within the R console
Install from CRAN:
install.packages("SHELF")

Install from Github:
library("remotes")
install_github("cran/SHELF")

Install by package version:
library("remotes")
install_version("SHELF", "1.12.1")



Attach the package and use:
library("SHELF")
Maintained by
Jeremy Oakley
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-07-07
Latest Update: 2025-03-01
Description:
Implements various methods for eliciting a probability distribution for a single parameter from an expert or a group of experts. The expert provides a small number of probability judgements, corresponding to points on his or her cumulative distribution function. A range of parametric distributions can then be fitted and displayed, with feedback provided in the form of fitted probabilities and percentiles. For multiple experts, a weighted linear pool can be calculated. Also includes functions for eliciting beliefs about population distributions, eliciting multivariate distributions using a Gaussian copula, eliciting a Dirichlet distribution, and eliciting distributions for variance parameters in a random effects meta-analysis model. R Shiny apps for most of the methods are included.
How to cite:
Jeremy Oakley (2015). SHELF: Tools to Support the Sheffield Elicitation Framework. R package version 1.12.1, https://cran.r-project.org/web/packages/SHELF. Accessed 27 Jun. 2026.
Previous versions and publish date:
1.0.1 (2015-07-07 13:01), 1.1.0 (2016-02-05 19:15), 1.2.0 (2016-08-17 20:11), 1.2.1 (2016-10-03 22:46), 1.2.2 (2016-11-14 16:27), 1.2.3 (2017-02-11 01:16), 1.3.0 (2017-10-31 09:37), 1.4.0 (2018-08-16 14:00), 1.5.0 (2019-03-26 17:03), 1.6.0 (2019-06-14 13:50), 1.7.0 (2020-02-08 11:20), 1.8.0 (2021-06-18 18:20), 1.9.0 (2023-06-07 18:00), 1.10.0 (2024-05-07 16:20), 1.11.0 (2024-09-06 17:50), 1.12.0 (2025-03-01 17:50), 1.12.1 (2025-11-17 09:50)
Other packages that cited SHELF R package
View SHELF citation profile
Other R packages that SHELF depends, imports, suggests or enhances
Complete documentation for SHELF
Functions, R codes and Examples using the SHELF R package
Some associated functions: SHELF-package . cdffeedback . cdfplot . compareIntervals . condDirichlet . copulaSample . elicit . elicitBivariate . elicitConcProb . elicitDirichlet . elicitExtension . elicitHeterogen . elicitMixture . elicitMultiple . elicitQuartiles . elicitTertiles . feedback . feedbackDirichlet . fitDirichlet . fitdist . fitprecision . generateReport . linearPoolDensity . makeCDFPlot . pdfplots . plinearpool . plotConditionalDensities . plotConditionalMedianFunction . plotQuartiles . plotTertiles . plotfit . sampleFit . sampleMarginalFit . 
Some associated R codes: SHELF-package.R . beta.error.R . cdfHelperfunctions.R . cdffeedback.R . cdfplot.R . compareExperts.R . condDirichlet.R . dhist.R . elicit.R . elicitBivariate.R . elicitConcProb.R . elicitCopula.R . elicitDirichlet.R . elicitExtension.R . elicitHeterogeneity.R . elicitMarginalsModule.R . elicitMixture.R . elicitMultipleExperts.R . elicitQuartiles.R . elicitTertiles.R . expertdensity.R . expertprobs.R . expertquantiles.R . extensionScripts.R . extractDistributions.R . feedback.R . feedbackgroup.R . feedbacksingle.R . fitDirichlet.R . fitdist.R . fitprecision.R . gamma.error.R . generateReport.R . histdensity.R . linearPoolDensity.R . lognormal.error.R . logt.error.R . makeCDFPlot.R . makeGroupPlot.R . makeLinearPoolPlot.R . makeQuartilePlot.R . makeSingleExpertPlot.R . makeTertilePlot.R . multiplot.R . normal.error.R . pdfplots.R . phist.R . plinearpool.R . plotQuartiles.R . plotTertiles.R . plotfit.R . plotlinearpool.R . plotsingle.R . qhist.R . qlinearpool.R . rlinearpool.R . roulette.R . sampleFit.R . t.error.R .  Full SHELF package functions and examples
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