Package: DUToolkit 1.0.3

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_1.0.3.tar.gz
DUToolkit_1.0.3.zip(r-4.7-any)DUToolkit_1.0.3.zip(r-4.6-any)DUToolkit_1.0.3.zip(r-4.5-any)
DUToolkit_1.0.3.tgz(r-4.6-any)DUToolkit_1.0.3.tgz(r-4.5-any)
DUToolkit_1.0.3.tar.gz(r-4.7-any)DUToolkit_1.0.3.tar.gz(r-4.6-any)
DUToolkit_1.0.3.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.

3.89 score 13 scripts 484 downloads 12 exports 28 dependencies

Last updated from:cfb8fd2062. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK122
source / vignettesOK164
linux-releaseOK117
macos-releaseOK154
macos-oldrelOK162
windows-develOK90
windows-releaseOK110
windows-oldrelOK69
wasm-releaseOK95

Exports:calculate_max_min_riskcalculate_riskcalculate_threshold_probscalculate_timeget_max_min_valuesget_relative_valuesplot_densityplot_fanplot_raincloudplot_temporalsum_stats_temporaltabulate_risk

Dependencies:clicpp11distributionalfarvergenericsggdistggplot2gluegtableisobandlabelinglifecyclemagrittrnumDerivpillarpkgconfigquadprogR6RColorBrewerRcpprlangS7scalestibbleutf8vctrsviridisLitewithr

Introduction to DUToolkit
Getting started | Synthetic data | Data format
Rendered fromDUToolkit.Rmdusingknitr::rmarkdown

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
Rendered fromCalculating_Risk.Rmdusingknitr::rmarkdown

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

Probability density plots with risk shading
Sharing outputs | Standard description | Standard description bullet points
Rendered fromdensity_plots.Rmdusingknitr::rmarkdown

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

Raincloud plots
Sharing outputs | Standard description | Standard description bullet points
Rendered fromrain_plot.Rmdusingknitr::rmarkdown

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

Temporal probability density plots
Sharing outputs | Standard description | Standard description bullet points
Rendered fromtemporal_plot.Rmdusingknitr::rmarkdown

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

Time-outcome fan plots
Sharing outputs | Standard description | Standard description bullet points
Rendered fromFan_Plots.Rmdusingknitr::rmarkdown

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