Package: DUToolkit 1.0.2

DUToolkit: Visualizing and Quantifying Decision Uncertainty

A suite of tools to help modelers and decision-makers effectively interpret and communicate decision risk when evaluating multiple policy options. It uses model outputs from uncertainty analysis for baseline scenarios and policy alternatives to generate visual representations of uncertainty and quantitative measures for assessing associated risks. For more details see Wiggins and colleagues (2025) <doi:10.1371/journal.pone.0332522> and <https://dut.ihe.ca/>.

Authors:Megan Wiggins [aut, cre], Marie Betsy Varughese [aut], Ellen Rafferty [aut], Sasha van Katwyk [aut], Christopher McCabe [aut], Jeff Round [aut], Erin Kirwin [aut], Institute of Health Economics [cph, aut], Canadian Network for Modelling Infectious Diseases [fnd]

DUToolkit_1.0.2.tar.gz
DUToolkit_1.0.2.zip(r-4.7)DUToolkit_1.0.2.zip(r-4.6)DUToolkit_1.0.2.zip(r-4.5)
DUToolkit_1.0.2.tgz(r-4.6-any)DUToolkit_1.0.2.tgz(r-4.5-any)
DUToolkit_1.0.2.tar.gz(r-4.7-any)DUToolkit_1.0.2.tar.gz(r-4.6-any)
DUToolkit_1.0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html
DESCRIPTION |NEWS
card.svg |card.png
DUToolkit/json (API)

# Install 'DUToolkit' in R:
install.packages('DUToolkit', repos = c('https://mwiggins-ihe.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.95 score 9 scripts 233 downloads 12 exports 40 dependencies

Last updated from:55ef2dbd97. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK159
source / vignettesOK215
linux-release-x86_64OK146
macos-release-arm64OK137
macos-oldrel-arm64OK161
windows-develOK88
windows-releaseOK88
windows-oldrelOK88
wasm-releaseOK152

Exports:calculate_max_min_riskcalculate_riskcalculate_threshold_probscalculate_timeget_max_min_valuesget_relative_valuesplot_densityplot_fanplot_raincloudplot_temporalsum_stats_temporaltabulate_risk

Dependencies:clicommonmarkcpp11curldistributionalfarvergenericsggdistggplot2ggtextgluegridtextgtableisobandjpeglabelinglifecyclelitedownmagrittrmarkdownnumDerivpillarpkgconfigpngquadprogR6RColorBrewerRcpprlangS7scalesstringistringrtibbleutf8vctrsviridisLitewithrxfunxml2

Introduction to DUToolkit
Getting started | Synthetic data | Data format

Last update: 2025-10-06
Started: 2025-09-14

Calculating Risk
Formula | Risk measure formula | Risk measure formula with weights | Calculating risk with DUToolkit | Sharing outputs | Standard description | Standard description bullet points

Last update: 2025-09-14
Started: 2025-09-14

Probability density plots with risk shading
Sharing outputs | Standard description | Standard description bullet points

Last update: 2025-09-14
Started: 2025-09-14

Raincloud plots
Sharing outputs | Standard description | Standard description bullet points

Last update: 2025-09-14
Started: 2025-09-14

Temporal probability density plots
Sharing outputs | Standard description | Standard description bullet points

Last update: 2025-09-14
Started: 2025-09-14

Time-outcome fan plots
Sharing outputs | Standard description | Standard description bullet points

Last update: 2025-09-14
Started: 2025-09-14