Package: brisk 0.1.1
brisk: Bayesian Benefit Risk Analysis
Quantitative methods for benefit-risk analysis help to condense complex decisions into a univariate metric describing the overall benefit relative to risk. One approach is to use the multi-criteria decision analysis framework (MCDA), as in Mussen, Salek, and Walker (2007) <doi:10.1002/pds.1435>. Bayesian benefit-risk analysis incorporates uncertainty through posterior distributions which are inputs to the benefit-risk framework. The brisk package provides functions to assist with Bayesian benefit-risk analyses, such as MCDA. Users input posterior samples, utility functions, weights, and the package outputs quantitative benefit-risk scores. The posterior of the benefit-risk scores for each group can be compared. Some plotting capabilities are also included.
Authors:
brisk_0.1.1.tar.gz
brisk_0.1.1.zip(r-4.7)brisk_0.1.1.zip(r-4.6)brisk_0.1.1.zip(r-4.5)
brisk_0.1.1.tgz(r-4.6-any)brisk_0.1.1.tgz(r-4.5-any)
brisk_0.1.1.tar.gz(r-4.7-any)brisk_0.1.1.tar.gz(r-4.6-any)
brisk_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
brisk/json (API)
NEWS
| # Install 'brisk' in R: |
| install.packages('brisk', repos = c('https://rich-payne.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/rich-payne/brisk/issues
Pkgdown/docs site:https://rich-payne.github.io
Last updated from:8afe94c9af. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 155 | ||
| source / vignettes | OK | 185 | ||
| linux-release-x86_64 | OK | 152 | ||
| macos-release-arm64 | OK | 86 | ||
| macos-oldrel-arm64 | OK | 120 | ||
| windows-devel | OK | 113 | ||
| windows-release | OK | 114 | ||
| windows-oldrel | OK | 98 | ||
| wasm-release | OK | 110 |
Exports:benefitbrbr_groupmcdapbriskplot_utilityqbriskrisksim_weights
Dependencies:clicpp11dplyrfarvergenericsggplot2gluegtablehitandrunisobandlabelinglifecyclemagrittrpillarpkgconfigpurrrR6rcddRColorBrewerrlangS7scalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bayesian Benefit Risk | benefit br mcda risk |
| Posterior Samples for a Benefit/Risk Group | br_group |
| Calculate Quantiles and Probabilities | pbrisk qbrisk |
| Plot Posterior Mean Utility Scores | plot_utility |
| Plot Benefit/Risk Posterior Scores | plot.brisk_br |
| Simulate Normalized Weights | sim_weights |
| Summarize Bayesian Benefit-Risk Scores | summary.brisk_br |
