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SHELF (version 1.2.0)

Tools to Support the Sheffield Elicitation Framework (SHELF)

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. A graphical interface for the roulette elicitation method is also provided. For multiple experts, a weighted linear pool can be calculated. Also includes functions for eliciting beliefs about population distributions.

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Version

Install

install.packages('SHELF')

Monthly Downloads

419

Version

1.2.0

License

GPL-2 | GPL-3

Issues

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Maintainer

Jeremy Oakley

Last Published

August 17th, 2016

Functions in SHELF (1.2.0)

elicitConcProb

Elicit a concordance probability for two uncertain quantities, and plot a joint sample
fitdist

Fit distributions to elicited probabilities
pdfplots

Plot fitted population pdfs
feedback

Report quantiles and probabilities from the fitted probability distributions
compareIntervals

Plot fitted intervals for each expert
elicit

Elicit judgements and fit distributions interactively
feedbackDirichlet

Calculate quantiles for the marginal distributions of a Dirichlet distribution
fitDirichlet

Fit a Dirichlet distribution to elicited marginal distributions for proportions
copulaSample

Generate correlated samples from elicited marginal distributions using a multivariate normal copula
cdfplot

Plot distribution of CDF
plotfit

Plot the fitted density function for one or more experts
plinearpool

Calculate fitted probabilities or quantiles from a (weighted) linear pool
SHELF-package

Tools to Support the Sheffield Elicitation Framework
roulette

Elicit one set of probabilities using the roulette method.