aggutils: Utilities for Aggregating Probabilistic Forecasts
Provides several methods for aggregating probabilistic forecasts. You have a group of people who have made probabilistic forecasts for the same event. You want to take advantage of the "wisdom of the crowd" and combine these forecasts in some sensible way. This package provides implementations of several strategies, including geometric mean of odds, an extremized aggregate (Neyman, Roughgarden (2021) <doi:10.1145/3490486.3538243>), and "high-density trimmed mean" (Powell et al. (2022) <doi:10.1037/dec0000191>).
| Version: | 1.0.2 |
| Imports: | stats,docstring |
| Suggests: | testthat |
| Published: | 2023-08-22 |
| DOI: | 10.32614/CRAN.package.aggutils |
| Author: | Molly Hickman [aut, cre], Zach Jacobs [aut] |
| Maintainer: | Molly Hickman <molly at forecastingresearch.org> |
| BugReports: | https://github.com/forecastingresearch/aggutils/issues |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/forecastingresearch/aggutils |
| NeedsCompilation: | no |
| CRAN checks: | aggutils results |
Documentation:
| Reference manual: | aggutils.html ,aggutils.pdf |
Downloads:
| Package source: | aggutils_1.0.2.tar.gz |
| Windows binaries: | r-devel:aggutils_1.0.2.zip, r-release:aggutils_1.0.2.zip, r-oldrel:aggutils_1.0.2.zip |
| macOS binaries: | r-release (arm64):aggutils_1.0.2.tgz, r-oldrel (arm64):aggutils_1.0.2.tgz, r-release (x86_64):aggutils_1.0.2.tgz, r-oldrel (x86_64):aggutils_1.0.2.tgz |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=aggutilsto link to this page.