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)
This repository contains the source files for the R package BRcal. The tarball for this package as of 12:30 pm on September 13, 2024 can be found in BRcal_1.0.0.tar.gz.
For more information about the methodology and implementation of this package see:
Boldness-Recalibration for Binary Events (Guthrie and Franck 2024). https://www.tandfonline.com/doi/full/10.1080/00031305.2024.2339266?src=exp-la
BRcal: An R package to Boldness-Recalibrate Probability Predictions (Guthrie and Franck 2024). arXiv preprint: https://arxiv.org/abs/2409.13858