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Boldness-recalibration maximally spreads out probability predictions while maintaining a user specified level of calibration, facilitated the brcal() function. Supporting functions to assess calibration via Bayesian and Frequentist approaches, Maximum Likelihood Estimator (MLE) recalibration, Linear in Log Odds (LLO)-adjust via any specified parameters, and visualize results are also provided. Methodological details can be found in Guthrie & Franck (2024) <doi:10.1080/00031305.2024.2339266>.
Version: | 1.0.1 |
Depends: | R (≥ 4.3) |
Imports: | nloptr, fields, ggplot2, lifecycle |
Suggests: | knitr, rmarkdown, devtools, xfun, gridExtra, testthat (≥ 3.0.0) |
Published: | 2024-10-14 |
DOI: | 10.32614/CRAN.package.BRcal |
Author: | Adeline P. Guthrie [aut, cre], Christopher T. Franck [aut] |
Maintainer: | Adeline P. Guthrie <apguthrie47 at gmail.com> |
BugReports: | https://github.com/apguthrie/BRcal/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/apguthrie/BRcal |
NeedsCompilation: | no |
Citation: | BRcal citation info |
Materials: | README |
CRAN checks: | BRcal results |
Reference manual: | BRcal.pdf |
Vignettes: |
Using 'BRcal' to Assess and Embolden Probability Forecasts (source, R code) |
Package source: | BRcal_1.0.1.tar.gz |
Windows binaries: | r-devel: BRcal_1.0.1.zip, r-release: BRcal_1.0.1.zip, r-oldrel: BRcal_1.0.1.zip |
macOS binaries: | r-release (arm64): BRcal_1.0.1.tgz, r-oldrel (arm64): BRcal_1.0.1.tgz, r-release (x86_64): BRcal_1.0.1.tgz, r-oldrel (x86_64): BRcal_1.0.1.tgz |
Old sources: | BRcal archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.