aijordan/reliabilitydiag: Reliability Diagrams Using Isotonic Regression

Checking the reliability of predictions via the CORP approach, which generates provably statistically 'C'onsistent, 'O'ptimally binned, and 'R'eproducible reliability diagrams using the 'P'ool-adjacent-violators algorithm. See Dimitriadis, Gneiting, Jordan (2021) <doi:10.1073/pnas.2016191118>.

Getting started

Package details

Maintainer
LicenseGPL-3
Version0.2.1.9000
URL https://github.com/aijordan/reliabilitydiag/
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("aijordan/reliabilitydiag")
aijordan/reliabilitydiag documentation built on June 29, 2022, 4:18 p.m.