aggreCAT: Mathematically Aggregating Expert Judgments
The use of structured elicitation to inform decision making has grown dramatically in recent decades, however, judgements from multiple experts must be aggregated into a single estimate. Empirical evidence suggests that mathematical aggregation provides more reliable estimates than enforcing behavioural consensus on group estimates. 'aggreCAT' provides state-of-the-art mathematical aggregation methods for elicitation data including those defined in Hanea, A. et al. (2021) <doi:10.1371/journal.pone.0256919>. The package also provides functions to visualise and evaluate the performance of your aggregated estimates on validation data.
| Version: | 1.0.0 |
| Depends: | R (≥ 2.10) |
| Imports: | magrittr, GoFKernel, purrr, R2jags, coda, precrec, mathjaxr, cli, VGAM, crayon, dplyr, stringr, tidyr, tibble, ggplot2, insight, DescTools, MLmetrics |
| Suggests: | testthat (≥ 2.1.0), knitr, rmarkdown, covr, pointblank, janitor, qualtRics, here, readxl, readr, stats, lubridate, forcats, ggforce, ggpubr, ggridges, rjags, tidybayes, tidyverse, usethis, nlme, gt, gtExtras, R.rsp |
| Published: | 2025-05-28 |
| DOI: | 10.32614/CRAN.package.aggreCAT |
| Author: | David Wilkinson 
[aut, cre],
Elliot Gould
[aut],
Aaron Willcox
[aut],
Charles T. Gray [aut],
Rose E. O'Dea
[aut],
Rebecca Groenewegen
[aut] |
| Maintainer: | David Wilkinson <david.wilkinson.research at gmail.com> |
| License: | MIT + file LICENSE |
| URL: | https://replicats.research.unimelb.edu.au/ |
| NeedsCompilation: | no |
| Citation: | aggreCAT citation info |
| Materials: | README NEWS |
| CRAN checks: | aggreCAT results |
Documentation:
| Reference manual: | aggreCAT.pdf |
| Vignettes: |
aggreCAT: an R Package for Mathematically Aggregating Expert judgements (source) |
Downloads:
| Package source: | aggreCAT_1.0.0.tar.gz |
| Windows binaries: | r-devel: aggreCAT_1.0.0.zip, r-release: aggreCAT_1.0.0.zip, r-oldrel: aggreCAT_1.0.0.zip |
| macOS binaries: | r-release (arm64): aggreCAT_1.0.0.tgz, r-oldrel (arm64): aggreCAT_1.0.0.tgz, r-release (x86_64): aggreCAT_1.0.0.tgz, r-oldrel (x86_64): aggreCAT_1.0.0.tgz |
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