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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.
Version: | 1.10.0 |
Depends: | R (≥ 3.5.0) |
Imports: | ggExtra, ggplot2, ggridges, graphics, grDevices, grid, Hmisc, rmarkdown, scales, shiny, shinyMatrix, sn, stats, tidyr, utils |
Suggests: | GGally, knitr, testthat, vdiffr |
Published: | 2024-05-07 |
DOI: | 10.32614/CRAN.package.SHELF |
Author: | Jeremy Oakley |
Maintainer: | Jeremy Oakley <j.oakley at sheffield.ac.uk> |
BugReports: | https://github.com/OakleyJ/SHELF/issues |
License: | GPL-2 | GPL-3 |
URL: | https://github.com/OakleyJ/SHELF |
NeedsCompilation: | no |
Materials: | NEWS |
CRAN checks: | SHELF results [issues need fixing before 2024-09-03] |
Reference manual: | SHELF.pdf |
Vignettes: |
Eliciting a Dirichlet Distribution Eliciting Dependent Distributions using Multivariate Normal Copulas Getting Started with SHELF |
Package source: | SHELF_1.10.0.tar.gz |
Windows binaries: | r-devel: SHELF_1.10.0.zip, r-release: SHELF_1.10.0.zip, r-oldrel: SHELF_1.10.0.zip |
macOS binaries: | r-release (arm64): SHELF_1.10.0.tgz, r-oldrel (arm64): SHELF_1.10.0.tgz, r-release (x86_64): SHELF_1.10.0.tgz, r-oldrel (x86_64): SHELF_1.10.0.tgz |
Old sources: | SHELF archive |
Reverse imports: | convdistr, disbayes |
Please use the canonical form https://CRAN.R-project.org/package=SHELF to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.